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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LACTB2 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
41.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
140.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
135.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
132.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
123.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
119.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
96.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
93.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
92.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
90.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
90.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
90.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
90.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
88.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
88.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
88.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
84.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
84.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
83.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
83.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
82.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
82.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
82.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
82.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
81.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
80.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
80.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
77.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
77.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
76.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
75.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
74.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
71.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
71.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
67.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
67.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
66.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
65.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
65.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
65.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
63.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
62.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
61.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
60.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
60.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
60.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
59.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
59.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
58.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
58.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
57.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
57.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
57.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
57.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
57.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
56.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
56.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
55.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
55.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
55.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
54.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
54.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
54.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
53.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
53.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
53.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
52.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
49.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
48.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
48.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
48.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
47.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
47.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
47.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
47.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
46.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
46.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
45.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
44.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
42.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
42.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
42.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
41.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
38.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
38.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
37.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
35.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
34.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
31.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
30.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
30.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
LACTB2 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
29.6
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
95.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
91.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
83.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
79.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
79.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
77.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
77.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
77.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
76.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
75.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
73.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
73.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
72.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
68.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
67.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
67.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
65.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
64.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
64.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
62.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
62.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
61.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
61.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
61.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
60.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
60.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
60.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
59.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
58.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
57.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
57.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
56.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
56.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
54.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
54.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
53.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
53.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
53.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
52.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
51.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
51.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
50.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
50.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
49.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
49.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
49.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
49.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
48.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
48.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
48.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
46.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
44.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
44.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
43.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
42.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
41.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
41.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
39.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
37.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
36.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
34.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
32.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LACTB2 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
39.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
128.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
95.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
95.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
95.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
86.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
84.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
83.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
79.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
77.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
76.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
67.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
66.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
65.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
61.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
60.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
57.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
55.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
55.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
52.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
50.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
49.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
48.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
47.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
44.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
44.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
43.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
43.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
41.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
39.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
39.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
38.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
35.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
23.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LACTB2 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
28.8
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
136.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
108.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
103.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
87.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
84.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
83.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
72.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
68.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
67.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
66.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
65.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
55.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
52.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
49.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
49.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
48.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
48.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
47.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
46.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
46.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
42.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
41.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
40.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
40.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
29.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
1.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.9
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.3
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
