We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM106A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TMEM106A 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
5.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
4.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
2.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM106A 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
1.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
1.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM106A 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
11.0
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
4.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
4.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
4.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
3.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
2.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
