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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.
RPS18 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
1217.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15541.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2969.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2703.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2516.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2047.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1651.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1588.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1560.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1472.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1468.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1445.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1421.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1357.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1356.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1352.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1352.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1347.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1344.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1341.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1312.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
1294.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1276.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1275.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1265.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1222.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1215.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
1196.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1189.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
1154.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1133.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1107.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1061.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1046.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1032.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
984.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
932.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
871.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
861.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
859.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
735.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
733.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
714.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
668.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
641.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
634.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
482.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
458.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
456.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
424.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
376.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
357.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
299.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
290.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
279.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
275.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
275.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
273.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
238.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
230.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
205.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
202.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
187.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
176.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
RPS18 is not prognostic 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
4120.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
13911.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
13199.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
13094.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13077.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12517.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11652.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11055.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9400.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9168.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8809.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8791.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8614.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
8602.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8351.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
8095.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8001.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
7922.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7917.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7728.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
7707.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7697.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
7682.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7656.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7553.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7532.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7298.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7296.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
7284.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7244.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
7061.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7045.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
7019.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
6965.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6930.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6906.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6663.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
6613.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
6610.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6560.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
6515.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6487.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6437.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6403.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
6399.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6314.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
6278.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
6153.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
6149.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
6099.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
6072.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
6053.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
6052.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
6046.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6038.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6035.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6013.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6008.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5957.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
5775.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
5761.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
5745.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
5676.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5657.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
5642.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
5641.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5631.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
5609.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5490.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
5477.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
5446.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5444.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5393.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
5384.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
5340.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
5323.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
5318.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
5313.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5282.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5272.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5256.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
5253.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
5251.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5249.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5233.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5229.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
5226.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5226.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
5202.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
5200.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
5198.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
5180.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
5170.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
5164.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5163.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
5162.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
5156.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
5111.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
5111.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5109.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5100.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5084.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5076.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
5063.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
5032.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
5022.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5022.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5019.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
5013.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
4991.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
4983.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
4965.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
4959.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4956.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4947.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4943.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
4936.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
4929.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4926.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
4919.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
4891.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4888.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
4880.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4875.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4872.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
4871.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
4857.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4853.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4851.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4841.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
4830.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4802.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
4786.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
4762.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
4754.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
4752.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
4750.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
4742.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
4738.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
4725.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4722.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
4719.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
4717.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
4707.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4707.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4697.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
4697.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4694.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4691.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
4661.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4655.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
4653.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4649.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
4645.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
4638.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4636.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
4633.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
4614.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4582.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4578.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
4572.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
4566.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
4564.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
4545.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4519.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
4517.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
4509.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4504.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
4503.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
4495.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
4490.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
4489.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
4485.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
4463.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
4463.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
4453.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
4444.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
4443.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4440.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
4436.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
4433.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
4426.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
4422.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4410.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
4379.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
4371.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
4365.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
4361.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
4357.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
4356.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
4355.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
4354.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
4341.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4333.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4329.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
4319.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4318.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
4315.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4303.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
4300.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4294.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4285.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
4280.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
4267.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
4256.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
4246.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
4226.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
4214.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4201.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
4201.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4198.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4184.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
4181.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
4179.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
4162.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4162.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4161.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4154.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4151.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
4146.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
4146.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4145.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
4143.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
4141.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
4140.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
4138.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
4135.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
4111.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
4108.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
4103.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
4100.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
4092.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4083.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
4082.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
4078.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
4072.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
4065.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
4053.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
4052.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
4042.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
4034.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
4033.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
4029.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4029.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4027.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
4017.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
4008.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3998.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
3992.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
3982.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
3968.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
3966.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
3964.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
3951.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
3925.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3909.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
3896.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
3894.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
3888.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
3880.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
3877.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
3876.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
3866.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
3864.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3851.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3843.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3839.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
3824.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
3821.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
3815.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
3814.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
3802.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
3791.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
3772.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
3769.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3769.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
3764.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
3749.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
3747.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3745.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
3744.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3743.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
3730.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
3726.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
3711.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
3689.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
3687.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
3685.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
3682.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3681.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3680.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
3679.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
3664.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
3664.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
3654.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
3653.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
3653.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
3652.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
3651.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
3618.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3617.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
3603.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3602.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
3601.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3591.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
3581.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3578.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
3574.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3569.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3545.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
3541.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
3539.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
3520.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
3515.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
3512.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
3512.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
3505.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
3496.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
3482.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
3477.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
3456.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3449.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
3449.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
3428.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
3420.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
3410.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
3398.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3396.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3391.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
3383.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
3374.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
3370.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3370.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3366.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
3352.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
3351.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
3342.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
3341.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3328.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3325.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
3316.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
3309.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3309.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3302.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
3301.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
3297.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
3296.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
3289.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3282.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
3274.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3274.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
3251.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3237.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
3236.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
3231.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
3231.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
3229.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
3226.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
3221.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
3209.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
3208.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
3204.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
3202.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
3200.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
3196.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
3191.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3188.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
3185.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
3181.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
3172.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
3168.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3166.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
3165.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
3165.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
3161.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3159.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3156.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
3154.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3152.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
3152.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3147.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
3138.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
3124.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
3115.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
3107.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
3088.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
3088.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
3083.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
3081.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3069.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3066.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
3066.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3058.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
3053.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
3045.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
3029.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3027.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
3013.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
2986.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2983.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
2975.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2970.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
2960.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
2950.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
2950.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
2949.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
2943.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
2941.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2935.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
2934.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2933.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2933.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
2931.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
2929.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2921.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
2918.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
2918.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
2916.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
2904.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2897.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
2893.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2893.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
2886.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
2878.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
2872.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
2839.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
2839.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
2837.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2830.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2825.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2819.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
2810.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2792.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2784.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
2778.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
2773.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
2733.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
2729.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2721.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
2706.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
2706.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2697.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
2681.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2673.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
2658.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2656.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
2653.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
2649.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
2640.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
2636.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2634.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
2632.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2630.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
2623.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
2604.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
2598.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
2591.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
2573.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
2568.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
2555.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
2541.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
2519.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2496.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
2492.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
2484.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2461.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
2459.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
2413.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
2401.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2388.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2383.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2376.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
2368.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
2347.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2338.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2299.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
2243.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2241.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2206.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
2206.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
2160.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
2155.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2148.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2124.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2122.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
2106.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
2092.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2064.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
2049.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
2039.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
2030.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
2028.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
2021.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2019.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1977.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1972.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1913.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
1874.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1872.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1848.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
1819.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1760.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1755.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1648.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
1589.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
1585.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1535.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1526.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1445.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1436.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1417.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1406.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1396.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1389.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1233.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1196.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1061.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1001.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
998.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
992.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
957.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
RPS18 is not prognostic 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
3441.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9412.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
8384.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
8018.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5514.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5505.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
5355.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
4996.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4994.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
4814.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
4771.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
4758.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
4646.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
4620.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
4610.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
4497.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
4491.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
4309.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
4286.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4227.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
4220.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
4146.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4133.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4127.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
4109.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
3986.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
3972.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
3959.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3849.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
3829.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
3807.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
3729.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
3722.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3636.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
3610.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
3610.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
3563.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
3474.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
3368.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
3367.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
3359.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
3313.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
3285.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3237.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
3233.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
3217.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
3198.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
3191.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
3187.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
3187.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
3180.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
3176.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
3171.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3167.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
3150.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
3122.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
3054.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
3039.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
2999.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
2997.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
2983.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
2982.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
2927.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
2908.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2904.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
2864.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
2863.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
2850.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
2801.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
2778.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
2768.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
2761.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
2751.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
2748.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
2731.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
2730.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
2729.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
2727.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
2725.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
2670.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
2668.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
2633.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
2598.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
2580.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
2564.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
2564.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
2490.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
2440.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
2382.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
2272.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2234.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
2201.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
2118.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
2051.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
2002.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
1980.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1944.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
1919.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1801.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1521.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
RPS18 is potential prognostic, high expression is unfavorable 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
2280.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9866.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9274.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9024.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7482.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
6492.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6255.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6081.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
5763.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5731.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5423.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
5316.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
5074.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5049.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5004.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4949.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4570.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4568.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4529.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4516.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
4392.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4327.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
4294.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4153.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4065.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
3992.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3969.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3852.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
3785.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3779.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
3737.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
3702.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3575.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
3566.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3554.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
3509.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3496.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3496.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3492.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3483.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3474.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3469.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3459.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
3429.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
3427.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3421.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3351.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3321.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
3276.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3269.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
3258.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3229.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3209.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3182.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3163.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3155.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
3144.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
3136.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3125.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
3119.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3117.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3115.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3100.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3079.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3012.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2981.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2940.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2932.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2925.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2914.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
2903.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
2894.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2888.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2869.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
2857.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
2830.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2824.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
2823.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2808.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
2805.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2793.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2779.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
2779.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2777.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2773.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
2766.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
2762.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
2760.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2759.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2743.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
2728.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2724.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2721.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
2717.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
2694.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2682.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2666.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2665.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2655.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2650.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
2625.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2619.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
2603.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
2597.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2595.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
2585.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
2569.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
2562.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
2546.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
2537.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
2532.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2526.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
2491.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
2489.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
2462.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
2459.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
2455.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2454.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
2439.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
2439.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
2438.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2433.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
2422.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
2414.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
2413.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2393.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2390.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
2389.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2377.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
2370.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
2369.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
2369.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2351.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
2345.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2320.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
2319.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2315.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
2312.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
2307.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
2252.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2246.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2232.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
2218.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2218.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2196.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
2190.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
2136.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2134.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
2129.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2128.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2111.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
2108.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2094.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
2091.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
2088.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2086.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
2085.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2083.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
2068.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
2067.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2058.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
2050.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
2043.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2038.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2035.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2033.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2031.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
1993.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1981.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1975.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1975.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
1970.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1954.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1951.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1930.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1910.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1906.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1876.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1871.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
1866.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1860.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1848.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
1848.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1812.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1810.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
1807.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
1776.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
1774.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1766.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
1764.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1757.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
1755.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1741.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
1686.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
1685.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1684.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
1669.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1666.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1663.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1638.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1611.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
1590.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1555.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1504.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
1501.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1452.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1440.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
1438.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1430.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
1357.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1344.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1341.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
1307.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1255.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1225.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1209.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
1201.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
941.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
922.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
866.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
826.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
826.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
803.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
799.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
783.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
724.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
721.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
676.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
658.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
656.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
649.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
641.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
622.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
615.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
613.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
612.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
608.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
589.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
566.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
565.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
562.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
559.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
557.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
551.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
547.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
546.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
511.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
502.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
501.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
489.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
487.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
483.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
476.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
475.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
466.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
461.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
451.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
435.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
432.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
430.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
419.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
406.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
405.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
396.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
395.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
390.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
383.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
383.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
382.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
381.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
363.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
360.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
358.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
349.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
343.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
341.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
310.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
310.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
308.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
298.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
262.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
232.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
197.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088480003
Tumor
1.1
CPT0084560003
Tumor
1.0
CPT0023350003
Tumor
1.0
CPT0015730003
Tumor
0.9
CPT0001340003
Tumor
0.9
CPT0076330003
Tumor
0.8
CPT0017850003
Tumor
0.8
CPT0002350011
Tumor
0.7
CPT0012180003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0015810003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0079410003
Tumor
0.6
CPT0075130003
Tumor
0.6
CPT0001260009
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0075560003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0086820003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0002270011
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0077490003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0010110003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0084590001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0081600003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0078510003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0017410003
Tumor
0.1
CPT0075170001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0065930003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0001220008
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0012900004
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0000640003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0009060003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0079230003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0002370001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0088920001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0000790001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0001350001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0078940001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0010170001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0013790003
Normal
-0.4
CPT0009020003
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0078670001
Normal
-0.4
CPT0001550001
Normal
-0.4
CPT0086890003
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0063320003
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0014160003
Tumor
-0.4
CPT0078800003
Tumor
-0.4
CPT0025920001
Normal
-0.5
CPT0023360001
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0000890001
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0001510001
Normal
-0.5
CPT0077140001
Normal
-0.5
CPT0065820001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0066430001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0007870001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0001230001
Normal
-0.7
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
