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.
LMCD1 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
17.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
117.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
94.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
88.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
74.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
62.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
59.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
57.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
55.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
47.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
47.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
47.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
46.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
45.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
39.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
39.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
38.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
38.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
36.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
32.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
26.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
LMCD1 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
94.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
82.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
80.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
79.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
79.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
76.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
76.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
75.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
72.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
65.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
65.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
62.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
62.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
60.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
60.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
56.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
55.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
54.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
52.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
51.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
51.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
49.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
49.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
48.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
47.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
46.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
45.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
44.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
42.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
41.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
41.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
40.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
40.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
39.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
38.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
37.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LMCD1 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
47.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
LMCD1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
129.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
122.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
58.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
58.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
53.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
51.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
32.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1c070992-647b-4173-a481-904c4d_D2
Normal
1.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
1.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
1.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
1.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.9
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.7
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.1
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
