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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRGAP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRGAP1 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
9.6
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
7.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
5.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
5.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
5.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
5.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SRGAP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
1.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SRGAP1 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
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Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-1.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
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
