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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.
LIX1L is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
29.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
18.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
10.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
10.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
5.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
5.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
5.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
4.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
4.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
3.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
3.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
3.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
3.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
3.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
3.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
2.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
2.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
2.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
1.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
1.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
1.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 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.
LIX1L is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
42.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
39.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
35.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
34.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
34.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
34.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
33.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
33.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
32.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
32.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
31.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
31.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
31.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
30.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
30.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
29.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
29.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
29.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
29.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
29.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
29.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
29.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
27.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
27.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
27.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
27.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
27.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
27.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
26.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
26.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
26.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
25.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
25.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
25.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
24.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
24.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
24.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
24.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
23.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
23.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
23.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
23.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
23.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
23.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
23.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
23.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
22.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
22.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
22.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
22.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
22.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
22.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
22.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
21.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
21.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
21.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
21.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
21.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
21.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
21.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
21.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
21.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
21.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
21.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
20.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
20.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
20.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
20.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
20.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
20.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
19.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
19.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
19.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
19.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
19.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
19.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
19.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
19.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
19.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
18.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
18.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
18.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
18.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
18.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
18.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
18.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
18.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
18.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
18.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
18.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
17.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
17.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
17.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
17.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
17.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
17.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
17.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
17.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
16.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
16.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
16.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
16.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
16.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
16.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
16.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
16.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
15.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
15.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
15.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
15.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
15.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
15.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
14.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
14.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
14.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
14.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
14.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
13.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
13.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
13.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
13.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
13.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
12.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
12.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
12.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
12.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
12.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
12.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
11.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
11.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
11.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
10.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
10.6
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
10.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
10.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
9.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
9.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
9.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
8.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
LIX1L is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (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
16.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
35.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
25.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
25.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
24.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
24.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
23.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
23.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
23.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
22.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
21.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
21.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
21.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
20.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
20.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
18.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
17.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
16.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
15.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
15.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
13.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
12.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
12.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
11.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
9.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
8.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
8.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
7.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
4.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
LIX1L is not prognostic in Kidney Renal Papillary Cell Carcinoma (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
12.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
36.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.2
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
30.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
27.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
27.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
24.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
24.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
23.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
23.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
23.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
21.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
20.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
20.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
20.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
20.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
20.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
19.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
18.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
18.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
18.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
18.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
18.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
17.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
16.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
16.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
16.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
16.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
15.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
15.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
15.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
15.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
15.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
15.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
14.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
14.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
14.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
13.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
13.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
13.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
13.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
13.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
12.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
12.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
12.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
12.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
12.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
12.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
12.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
11.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
11.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
11.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
11.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
11.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
11.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
10.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
10.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
10.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
10.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
10.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
10.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
10.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
9.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
9.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
8.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
7.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
7.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
7.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
7.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
6.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
6.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
5.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
4.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
2.4
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
0.9
CPT0006440003
Tumor
0.9
CPT0017410003
Tumor
0.8
CPT0085670003
Tumor
0.8
CPT0077490003
Tumor
0.8
CPT0014370004
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0081600003
Tumor
0.7
CPT0075720003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0012080003
Tumor
0.7
CPT0088630003
Tumor
0.6
CPT0088760003
Tumor
0.6
CPT0009060003
Tumor
0.6
CPT0092730003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0081990003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0077110003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0001270001
Normal
0.5
CPT0000640003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0001340003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0086030003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0075170001
Normal
0.3
CPT0079230003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0024680001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0025230003
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0006530001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0064370003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0001220008
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0084590001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0018250001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0012290003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0088970003
Tumor
-0.3
CPT0089040001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0020130001
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0081620001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0001230001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0076330003
Tumor
-0.5
CPT0088920001
Normal
-0.5
CPT0078800003
Tumor
-0.5
CPT0023710001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0088780001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0078660003
Tumor
-0.7
CPT0079180003
Tumor
-0.9
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RENAL 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.
The Human Protein Atlas project is funded
