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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.
PSD3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 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.
PSD3 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
16.0
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
36.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
31.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PSD3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
PSD3 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
41.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
