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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.
SRGAP2 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
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
SRGAP2 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
20.5
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
53.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
50.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
47.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
44.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
42.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
38.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
37.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
37.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
SRGAP2 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
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
SRGAP2 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
60.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
43.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
39.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.3
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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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.9
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
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Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
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Normal
0.2
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Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
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Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
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Tumor
-0.1
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Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
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Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
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Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
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Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
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Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
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Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-2.6
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
