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.
CSPG4 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
CSPG4 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
8.1
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
5.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
5.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
5.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
5.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
4.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
4.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
4.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
4.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
4.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
4.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
4.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
4.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
4.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
4.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
4.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
4.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
4.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
3.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
3.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
3.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
3.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
3.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
3.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
3.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
3.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
3.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
3.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
3.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
3.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
3.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
3.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
2.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
2.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
1.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
1.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
CSPG4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CSPG4 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
8.9
Number of samples
207
Samples
Sample
Description
TPM
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
5.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
4.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
4.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
4.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
4.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
4.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
4.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
3.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
3.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
3.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
3.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
3.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
2.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
2.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
2.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
2.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
1.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.1
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
