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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM212 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
2.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM212 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
486
Samples
Sample
Description
TPM
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
71.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
60.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
60.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
50.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
48.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
42.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
37.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
36.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
34.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
32.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
30.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM212 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM212 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
509.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
34.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.