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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.
RPL17 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
835.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3984.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2656.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1990.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1969.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1930.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1744.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1662.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1637.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1636.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
1569.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1555.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
1511.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1393.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1357.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1325.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1312.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1297.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1294.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1294.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1291.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1224.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
1143.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1116.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1106.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1068.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
961.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
937.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
927.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
882.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
874.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
832.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
820.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
785.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
680.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
662.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
617.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
587.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
543.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
525.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
516.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
403.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
366.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
215.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
129.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
125.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
93.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
84.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
78.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
76.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
74.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
71.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
70.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
68.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
63.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
58.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
54.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
54.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
40.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
35.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
15.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
RPL17 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
1614.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
4442.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4406.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4110.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
3932.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
3831.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
3792.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3649.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3410.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3400.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3345.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3344.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3308.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
3226.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3138.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3118.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3086.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3071.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
3031.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3028.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
2967.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
2928.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2890.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2842.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
2815.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2808.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
2790.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
2759.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2755.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2754.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2723.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
2644.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
2634.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
2629.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
2559.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
2529.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
2512.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2504.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
2500.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
2497.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
2495.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
2479.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
2477.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
2448.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
2447.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
2430.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
2419.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2401.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2394.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
2391.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
2384.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
2373.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
2369.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
2368.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
2335.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2329.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2308.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
2307.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
2303.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
2291.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
2282.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
2280.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2280.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
2277.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
2273.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
2270.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2269.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
2237.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
2230.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
2230.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2208.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
2205.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
2196.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2195.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
2190.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2184.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2180.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
2177.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
2157.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
2153.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2148.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
2147.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2145.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
2143.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
2141.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
2139.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
2137.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
2130.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
2103.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
2102.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
2100.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
2098.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2095.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
2091.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2080.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
2078.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
2071.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
2067.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
2061.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2052.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
2048.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
2042.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
2031.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2030.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
2029.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
2029.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
2029.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2024.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
2021.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
2018.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
2015.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
2012.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
2009.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
2003.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
2000.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
1997.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1996.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
1996.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1996.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
1994.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
1991.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
1990.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
1989.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
1987.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
1983.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
1979.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
1977.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
1972.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1971.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
1969.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1965.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
1963.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
1959.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
1954.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
1953.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1952.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
1952.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
1949.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
1945.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1943.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1942.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
1941.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
1933.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
1923.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
1921.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1920.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
1915.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
1902.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1900.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
1895.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
1893.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
1891.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1888.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
1884.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
1881.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
1880.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
1878.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
1876.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
1874.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
1856.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
1851.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
1844.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
1836.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
1831.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
1828.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
1818.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
1818.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1815.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
1803.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
1801.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
1800.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1800.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
1797.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1794.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1788.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
1788.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
1780.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
1779.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
1768.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
1768.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
1765.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
1760.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
1758.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
1757.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
1748.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
1744.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
1731.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
1723.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1720.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
1718.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
1716.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
1713.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1712.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
1711.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
1708.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
1704.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
1696.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1695.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
1688.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
1686.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
1685.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
1684.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
1684.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
1682.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
1681.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
1680.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1678.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
1676.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1675.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1674.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1669.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
1669.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1665.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
1664.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
1652.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1638.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
1635.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
1635.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1631.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1631.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
1630.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
1624.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1620.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
1619.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1618.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
1616.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
1614.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
1614.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1613.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
1609.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
1609.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1608.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
1608.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
1608.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1607.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
1605.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1604.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
1602.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
1598.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
1593.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
1591.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1590.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
1587.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
1586.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
1583.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1583.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
1570.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
1569.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
1569.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
1568.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
1567.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
1566.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
1565.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
1564.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
1564.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1561.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
1561.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
1560.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
1560.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
1557.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1557.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
1554.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1550.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
1550.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
1545.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
1543.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
1541.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
1538.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1536.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1532.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1532.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1530.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1525.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
1518.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1510.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1510.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1508.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
1507.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
1502.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
1500.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
1498.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1496.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
1494.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
1494.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
1488.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1487.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
1487.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
1486.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
1485.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
1483.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1483.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
1483.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1481.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
1479.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
1472.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
1470.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
1470.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1469.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1468.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
1465.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
1463.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
1457.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1456.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
1450.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
1450.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
1446.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
1445.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1443.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
1441.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1436.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
1431.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
1428.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1427.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
1427.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
1425.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1423.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
1422.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
1421.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
1420.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
1418.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
1417.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
1414.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
1410.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
1405.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
1400.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
1393.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
1391.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
1388.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
1388.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1385.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
1381.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
1380.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1377.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
1376.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
1374.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
1373.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1373.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1373.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
1370.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
1365.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1364.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
1363.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
1362.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
1362.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
1361.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1360.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
1359.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
1358.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
1355.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
1354.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
1344.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1341.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
1340.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
1338.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1337.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
1326.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1324.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
1324.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
1321.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1320.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
1312.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1308.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1306.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
1302.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
1301.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
1293.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1288.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
1287.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
1282.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
1274.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
1269.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
1261.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
1261.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
1260.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
1252.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
1246.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
1240.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
1237.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1229.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
1228.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1227.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
1223.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
1223.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
1223.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
1223.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
1221.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
1216.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
1216.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1214.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
1205.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
1204.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
1201.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
1199.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
1192.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1186.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
1184.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
1183.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
1179.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1179.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
1178.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
1174.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1169.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1166.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1162.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
1159.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
1157.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
1154.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
1154.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1154.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
1150.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
1148.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
1148.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
1145.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
1143.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
1143.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1142.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
1140.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
1122.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1118.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
1118.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
1115.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
1109.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1104.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1102.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
1102.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
1100.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
1096.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1095.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
1085.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
1076.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
1072.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1067.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
1066.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
1056.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1052.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1051.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
1050.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
1050.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1049.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1047.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
1045.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
1036.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
1034.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1032.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1029.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1028.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
1021.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
1015.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
1013.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
1011.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
1006.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
1002.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
1002.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
993.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
990.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
988.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
982.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
980.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
977.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
966.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
958.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
953.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
952.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
944.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
939.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
933.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
932.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
908.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
899.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
884.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
868.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
865.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
862.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
860.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
849.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
842.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
842.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
837.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
826.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
810.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
808.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
807.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
793.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
792.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
791.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
781.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
767.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
756.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
746.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
739.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
727.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
722.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
715.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
667.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
667.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
660.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
657.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
652.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
650.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
649.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
644.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
641.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
634.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
609.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
602.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
599.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
580.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
532.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
518.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
510.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
506.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
494.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
476.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
454.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
420.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
419.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
399.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
390.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
378.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
341.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
335.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
RPL17 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
1531.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
4082.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
3312.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
2388.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2363.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
2350.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
2340.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2318.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
2302.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
2302.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
2253.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
2223.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
2156.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
2052.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
2047.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
1996.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
1995.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
1959.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
1939.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
1930.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
1864.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
1813.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
1801.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
1758.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
1753.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
1741.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1714.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
1705.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
1703.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
1681.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
1679.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1670.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
1649.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
1644.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
1633.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
1632.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
1629.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
1617.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
1614.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1609.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
1582.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
1570.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1566.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
1565.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
1523.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
1503.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
1498.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1498.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1490.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1475.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
1468.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
1465.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
1451.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
1431.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
1428.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
1419.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
1413.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
1409.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1399.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
1397.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
1385.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1384.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
1383.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
1373.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
1354.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
1348.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
1348.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
1337.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
1331.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
1326.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
1315.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
1298.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
1223.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
1222.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1218.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1218.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
1214.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
1201.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
1201.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1193.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
1178.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
1167.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
1158.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1155.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
1102.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
1086.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
1040.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
1026.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
1013.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
987.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
982.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
978.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
963.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
864.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
857.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
823.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
746.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
700.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
607.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
589.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RPL17 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
851.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3376.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2674.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
2539.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2497.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2370.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2309.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2281.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2272.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
2170.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2144.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2035.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
2017.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1998.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
1980.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1964.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
1946.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1931.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
1882.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1845.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1830.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1783.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1754.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1707.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1664.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
1597.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
1580.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1575.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1560.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
1528.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
1512.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
1507.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
1475.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
1468.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1456.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
1450.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
1444.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1421.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1416.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1409.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
1406.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1391.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
1388.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1385.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1375.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1373.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
1361.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
1345.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
1343.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1343.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
1341.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
1341.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1336.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
1321.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1310.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1306.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1301.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
1289.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
1285.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
1284.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1283.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1275.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1272.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1272.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
1267.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1266.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1262.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1241.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1240.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1219.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1216.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
1216.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
1212.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
1209.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1206.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1201.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1200.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1194.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
1187.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
1179.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
1168.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1166.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1165.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
1158.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1143.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1143.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
1139.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
1137.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
1130.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1129.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
1128.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1126.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1121.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1121.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1118.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1111.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1110.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1109.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
1106.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1100.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
1098.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1095.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
1094.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1090.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
1082.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1078.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1076.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1074.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1069.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1063.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1062.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1056.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1056.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
1054.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1050.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1048.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1042.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1033.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1030.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1019.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
1015.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
999.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
998.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
993.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
990.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
990.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
987.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
981.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
972.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
962.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
950.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
944.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
939.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
927.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
919.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
919.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
918.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
915.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
907.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
906.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
906.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
903.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
883.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
878.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
878.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
873.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
866.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
862.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
861.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
860.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
857.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
844.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
843.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
826.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
826.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
818.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
802.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
801.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
800.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
796.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
794.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
794.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
790.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
790.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
786.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
769.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
767.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
767.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
755.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
745.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
739.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
738.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
734.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
692.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
685.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
683.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
670.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
668.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
664.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
659.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
653.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
652.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
643.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
632.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
621.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
620.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
619.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
610.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
595.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
579.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
572.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
572.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
571.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
548.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
542.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
540.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
521.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
514.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
500.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
485.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
483.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
475.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
469.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
457.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
443.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
431.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
370.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
366.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
364.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
317.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
248.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
214.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
198.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
185.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
182.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
147.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
133.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
127.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
125.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
122.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
119.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
114.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
103.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
97.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
96.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
90.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
86.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
80.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
78.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
76.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
74.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
73.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
71.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
71.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
66.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
66.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
64.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
64.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
64.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
63.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
62.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
61.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
60.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
60.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
59.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
55.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
53.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
53.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
50.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
47.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
46.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
46.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
45.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
41.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
40.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
34.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
32.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
32.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
31.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
28.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
25.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
23.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
19.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
17.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
14.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
11.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017850003
Tumor
1.2
CPT0023350003
Tumor
1.1
CPT0088550004
Tumor
1.0
CPT0001340003
Tumor
0.9
CPT0079410003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0012550003
Tumor
0.7
CPT0076330003
Tumor
0.7
CPT0086950003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0001180009
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0025050003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0084560003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0069160003
Tumor
0.5
CPT0002270011
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0066470004
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0009000003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0088760003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0086820003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0085670003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0026420001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0081620001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0088630003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0012570003
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0079510001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0086360003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0064370003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0006730001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0075720003
Tumor
-0.2
CPT0000790001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0079180003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0065690003
Tumor
-0.3
CPT0001510001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0012090003
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0015910003
Tumor
-0.3
CPT0065450001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0011240003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0009020003
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0006440003
Tumor
-0.4
CPT0000660001
Normal
-0.4
CPT0079270003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0017450001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0012770003
Normal
-0.4
CPT0081990003
Tumor
-0.5
CPT0009080003
Normal
-0.5
CPT0012640003
Normal
-0.6
CPT0009060003
Tumor
-0.6
CPT0001230001
Normal
-0.6
CPT0078510003
Tumor
-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
