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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.
OPHN1 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
4.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
OPHN1 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
16.3
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OPHN1 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
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OPHN1 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
17.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
299.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.7
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
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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
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
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
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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_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
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
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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
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
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
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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
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
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
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
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
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
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
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
