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.
LPIN3 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LPIN3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.7
Number of samples
486
Samples
Sample
Description
TPM
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
61.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
61.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
56.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
54.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
51.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
48.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
45.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
45.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
44.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
44.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
44.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
43.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
42.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
39.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
34.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
32.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
LPIN3 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
LPIN3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
61.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
47.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
43.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
43.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
37.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
35.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
35.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.5
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
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
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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_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
