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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-C18orf32 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
105.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
251.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
179.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
172.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
160.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
155.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
154.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
154.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
151.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
150.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
147.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
146.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
145.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
140.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
139.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
131.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
129.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
125.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
125.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
123.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
122.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
122.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
120.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
118.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
117.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
116.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
115.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
107.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
107.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
104.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
102.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
97.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
96.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
96.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
95.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
93.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
91.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
91.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
87.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
87.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
87.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
86.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
85.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
82.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
82.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
78.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
77.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
76.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
76.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
75.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
71.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
71.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
71.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
71.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
69.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
68.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
67.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
66.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
64.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
60.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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-C18orf32 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
56.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
268.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
234.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
225.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
210.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
162.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
153.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
132.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
120.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
119.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
115.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
110.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
108.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
107.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
104.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
104.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
104.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
103.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
101.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
100.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
99.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
99.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
98.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
95.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
94.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
94.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
94.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
91.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
90.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
90.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
87.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
87.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
87.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
86.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
86.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
85.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
84.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
83.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
83.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
83.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
82.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
82.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
82.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
81.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
80.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
80.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
79.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
79.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
79.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
79.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
79.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
79.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
78.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
78.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
77.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
77.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
77.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
77.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
77.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
77.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
76.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
76.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
75.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
75.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
75.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
75.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
74.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
74.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
73.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
73.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
73.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
73.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
73.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
73.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
73.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
72.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
72.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
72.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
72.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
72.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
71.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
71.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
70.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
70.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
70.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
70.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
70.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
70.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
70.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
70.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
70.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
70.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
69.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
69.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
69.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
69.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
69.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
69.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
69.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
69.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
68.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
68.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
68.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
68.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
68.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
68.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
68.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
68.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
68.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
67.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
67.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
67.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
67.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
67.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
66.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
66.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
66.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
66.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
66.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
66.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
66.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
66.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
65.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
65.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
65.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
65.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
65.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
65.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
65.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
65.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
65.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
65.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
65.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
65.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
64.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
64.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
64.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
64.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
64.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
64.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
64.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
64.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
64.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
64.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
64.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
63.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
63.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
63.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
63.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
62.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
62.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
62.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
62.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
62.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
62.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
62.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
62.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
62.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
62.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
62.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
62.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
61.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
61.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
61.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
61.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
61.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
61.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
61.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
60.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
60.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
60.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
60.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
60.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
60.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
60.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
60.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
60.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
60.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
60.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
60.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
59.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
59.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
59.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
59.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
59.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
59.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
58.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
58.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
58.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
58.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
58.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
58.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
58.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
58.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
57.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
57.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
57.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
57.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
57.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
57.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
57.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
57.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
57.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
57.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
57.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
57.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
57.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
57.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
56.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
56.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
56.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
56.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
56.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
56.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
55.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
55.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
55.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
55.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
55.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
55.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
55.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
55.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
54.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
54.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
54.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
54.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
54.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
54.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
54.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
54.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
54.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
53.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
53.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
53.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
53.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
53.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
53.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
53.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
53.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
53.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
53.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
53.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
53.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
52.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
52.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
52.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
52.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
52.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
52.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
52.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
52.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
52.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
51.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
51.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
51.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
51.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
51.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
50.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
50.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
50.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
50.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
50.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
50.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
50.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
50.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
49.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
49.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
49.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
49.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
48.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
48.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
48.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
48.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
47.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
47.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
47.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
47.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
47.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
47.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
47.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
46.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
46.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
46.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
46.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
46.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
46.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
46.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
46.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
46.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
46.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
46.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
45.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
45.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
45.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
45.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
45.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
45.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
45.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
45.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
45.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
45.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
44.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
44.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
44.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
44.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
44.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
44.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
44.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
44.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
44.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
44.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
43.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
43.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
43.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
43.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
43.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
43.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
43.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
43.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
42.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
42.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
42.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
42.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
42.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
42.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
41.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
41.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
41.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
41.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
41.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
41.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
41.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
41.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
40.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
40.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
40.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
40.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
39.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
39.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
39.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
39.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
39.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
39.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
39.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
38.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
38.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
37.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
37.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
37.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
37.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
37.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
36.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
36.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
36.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
36.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
36.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
36.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
36.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
36.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
35.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
35.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
35.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
35.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
35.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
35.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
34.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
34.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
34.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
34.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
34.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
34.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
33.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
33.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
32.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
32.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
32.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
31.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
31.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
31.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
31.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
30.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
30.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
30.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
29.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
29.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
29.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
28.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
28.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
28.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
27.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
27.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
27.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
27.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
27.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
27.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
27.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
25.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
24.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
24.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
22.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
22.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
20.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
19.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
19.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
18.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.4
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-C18orf32 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
67.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
131.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
121.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
117.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
116.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
111.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
106.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
99.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
93.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
93.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
92.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
92.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
91.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
91.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
90.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
90.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
87.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
86.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
86.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
84.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
84.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
82.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
82.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
82.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
82.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
81.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
80.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
79.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
79.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
79.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
78.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
77.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
77.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
76.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
76.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
76.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
75.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
75.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
74.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
74.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
73.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
72.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
72.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
70.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
70.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
69.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
68.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
67.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
66.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
65.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
65.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
64.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
63.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
63.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
62.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
61.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
59.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
58.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
58.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
57.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
57.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
57.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
57.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
56.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
55.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
54.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
53.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
53.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
50.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
50.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
49.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
48.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
46.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
46.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
42.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
42.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
41.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
40.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
35.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
34.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
33.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
32.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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-C18orf32 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
51.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
169.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
161.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
161.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
124.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
119.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
119.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
105.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
99.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
89.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
88.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
87.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
87.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
86.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
84.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
83.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
82.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
80.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
80.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
78.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
76.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
75.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
74.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
74.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
73.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
72.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
72.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
71.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
70.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
70.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
70.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
69.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
69.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
68.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
68.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
67.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
67.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
66.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
66.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
66.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
65.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
65.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
65.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
65.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
65.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
65.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
64.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
64.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
64.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
64.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
64.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
64.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
64.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
64.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
64.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
64.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
64.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
63.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
63.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
63.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
62.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
61.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
61.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
61.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
61.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
61.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
61.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
61.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
61.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
60.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
60.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
59.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
59.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
59.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
58.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
58.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
58.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
58.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
57.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
57.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
57.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
57.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
57.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
56.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
56.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
56.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
55.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
55.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
55.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
55.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
55.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
55.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
55.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
55.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
55.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
55.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
54.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
54.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
54.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
54.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
53.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
53.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
53.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
53.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
53.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
53.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
52.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
52.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
52.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
52.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
52.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
52.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
51.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
51.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
51.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
51.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
51.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
51.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
50.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
50.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
50.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
49.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
49.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
49.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
49.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
49.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
48.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
48.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
48.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
48.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
47.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
47.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
47.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
47.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
47.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
47.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
46.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
46.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
46.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
46.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
45.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
45.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
45.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
45.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
45.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
44.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
44.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
44.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
43.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
43.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
43.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
43.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
43.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
43.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
43.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
43.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
42.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
42.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
41.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
41.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
40.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
40.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
40.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
40.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
40.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
39.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
39.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
39.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
39.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
39.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
39.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
39.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
38.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
38.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
38.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
37.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
37.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
36.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
36.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
35.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
34.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
33.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
33.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
33.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
33.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
32.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
32.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
32.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
31.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
31.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
30.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
30.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
30.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
30.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
30.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
30.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
30.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
29.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
29.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
28.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
28.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
28.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
28.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
28.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
27.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
27.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
27.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
27.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
26.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
24.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
23.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
23.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
23.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
21.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
21.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
21.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
19.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
19.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
19.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
18.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
17.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
11.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
2.9
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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
