We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MGAT3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
59.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
MGAT3 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
75.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
58.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
55.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
53.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
53.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
36.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
6.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
5.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
5.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
5.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
5.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
5.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
4.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
4.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
4.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
4.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
4.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
4.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
4.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
4.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
4.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
4.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
4.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
4.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
3.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
3.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
3.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
3.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
3.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
3.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
3.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
3.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
3.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
3.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
3.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
3.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
3.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
3.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
3.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
3.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
3.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
3.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
3.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
3.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
2.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
2.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
2.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
2.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
2.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
2.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
2.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
2.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
2.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
2.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
2.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
2.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
2.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
2.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
1.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
1.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
1.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
1.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
1.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
1.1
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.
MGAT3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
MGAT3 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
93.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
46.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
5.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
5.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
5.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
3.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
3.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
2.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
