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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.
RPL36A-HNRNPH2 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
88.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
451.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
392.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
260.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
205.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
196.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
175.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
171.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
162.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
162.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
153.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
150.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
136.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
128.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
128.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
126.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
124.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
124.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
122.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
118.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
115.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
114.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
106.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
104.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
102.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
102.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
102.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
94.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
93.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
93.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
90.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
84.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
82.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
78.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
75.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
72.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
72.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
71.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
67.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
62.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
61.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
59.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
51.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
50.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
49.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
18.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
8.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 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.
RPL36A-HNRNPH2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
156.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
547.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
470.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
408.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
402.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
354.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
351.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
347.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
344.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
343.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
341.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
330.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
324.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
320.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
318.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
309.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
298.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
288.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
287.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
287.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
286.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
286.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
281.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
280.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
279.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
278.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
277.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
275.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
275.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
274.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
270.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
262.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
261.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
261.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
261.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
256.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
255.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
254.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
253.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
253.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
252.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
251.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
251.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
249.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
249.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
249.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
248.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
247.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
247.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
247.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
245.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
244.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
243.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
242.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
241.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
238.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
238.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
236.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
236.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
236.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
236.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
236.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
236.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
235.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
235.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
234.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
234.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
232.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
232.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
232.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
231.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
231.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
229.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
228.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
228.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
228.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
227.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
226.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
226.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
225.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
224.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
221.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
221.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
220.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
220.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
220.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
218.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
218.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
217.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
217.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
216.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
215.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
215.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
214.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
214.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
212.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
212.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
212.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
211.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
208.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
208.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
208.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
207.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
206.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
206.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
205.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
205.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
204.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
203.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
203.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
202.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
202.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
202.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
202.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
202.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
202.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
201.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
200.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
200.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
200.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
200.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
200.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
199.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
199.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
199.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
199.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
199.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
199.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
198.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
198.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
198.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
196.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
195.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
195.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
195.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
195.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
194.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
194.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
194.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
194.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
193.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
193.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
191.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
191.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
190.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
190.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
190.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
189.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
189.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
189.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
187.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
186.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
185.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
185.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
185.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
185.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
184.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
183.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
182.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
182.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
181.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
180.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
180.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
180.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
180.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
180.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
180.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
180.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
179.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
179.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
179.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
179.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
178.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
178.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
178.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
176.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
175.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
175.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
175.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
173.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
173.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
172.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
172.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
172.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
172.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
171.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
171.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
171.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
170.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
169.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
169.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
168.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
168.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
168.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
167.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
167.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
166.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
166.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
166.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
166.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
166.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
166.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
165.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
164.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
163.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
163.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
162.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
162.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
162.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
162.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
162.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
162.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
161.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
161.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
161.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
160.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
160.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
160.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
160.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
159.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
159.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
159.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
159.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
159.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
158.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
158.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
157.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
157.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
157.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
155.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
155.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
155.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
155.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
155.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
155.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
154.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
154.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
154.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
154.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
153.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
153.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
153.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
153.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
153.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
153.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
152.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
151.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
151.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
151.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
151.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
150.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
150.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
150.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
150.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
150.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
149.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
149.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
149.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
148.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
148.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
148.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
147.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
147.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
146.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
146.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
146.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
146.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
146.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
145.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
145.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
145.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
145.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
144.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
144.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
144.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
144.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
143.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
143.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
143.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
143.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
142.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
142.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
142.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
142.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
142.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
142.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
141.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
141.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
141.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
141.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
141.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
140.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
140.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
140.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
140.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
139.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
139.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
139.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
138.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
138.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
138.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
138.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
137.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
136.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
136.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
136.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
136.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
135.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
135.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
135.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
135.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
134.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
134.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
133.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
133.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
133.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
133.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
133.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
133.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
132.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
132.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
132.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
132.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
132.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
132.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
132.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
131.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
131.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
131.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
131.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
131.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
131.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
130.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
129.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
129.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
129.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
128.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
128.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
128.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
127.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
127.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
127.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
127.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
126.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
125.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
125.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
125.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
125.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
125.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
124.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
124.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
124.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
124.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
123.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
123.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
122.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
122.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
122.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
121.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
120.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
120.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
120.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
119.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
119.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
118.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
118.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
118.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
117.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
117.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
117.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
117.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
116.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
116.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
115.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
115.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
115.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
114.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
114.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
113.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
113.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
113.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
113.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
112.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
112.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
111.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
111.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
110.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
110.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
110.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
110.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
110.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
110.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
110.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
109.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
109.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
108.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
107.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
107.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
107.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
106.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
106.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
105.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
105.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
105.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
105.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
104.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
103.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
103.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
103.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
102.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
102.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
102.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
102.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
102.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
102.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
102.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
102.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
102.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
101.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
101.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
100.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
100.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
99.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
99.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
98.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
97.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
97.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
95.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
95.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
94.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
94.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
94.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
94.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
94.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
93.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
92.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
92.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
91.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
90.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
89.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
89.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
89.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
89.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
88.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
88.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
87.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
87.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
86.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
86.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
86.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
86.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
85.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
85.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
85.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
85.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
84.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
84.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
84.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
84.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
83.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
82.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
81.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
81.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
81.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
80.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
80.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
79.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
79.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
79.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
79.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
79.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
77.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
77.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
76.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
75.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
75.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
74.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
73.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
73.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
72.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
72.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
72.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
72.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
71.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
71.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
70.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
69.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
69.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
68.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
67.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
67.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
65.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
65.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
65.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
59.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
57.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
56.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
55.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
53.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
49.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
49.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
48.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
48.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
47.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
46.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
45.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
42.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
42.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
37.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
33.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
30.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
18.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
RPL36A-HNRNPH2 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
251.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
786.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
691.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
610.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
571.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
568.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
528.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
469.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
447.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
431.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
427.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
405.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
402.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
396.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
371.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
365.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
350.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
348.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
340.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
306.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
304.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
298.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
296.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
293.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
289.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
287.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
284.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
276.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
274.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
264.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
262.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
259.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
255.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
252.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
252.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
244.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
242.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
241.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
241.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
240.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
239.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
235.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
235.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
235.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
231.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
230.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
230.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
224.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
223.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
223.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
223.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
222.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
220.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
220.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
216.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
216.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
215.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
215.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
215.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
208.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
204.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
201.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
201.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
200.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
199.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
199.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
197.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
197.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
197.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
194.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
193.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
192.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
192.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
191.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
191.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
187.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
185.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
182.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
174.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
172.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
166.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
163.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
158.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
154.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
153.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
152.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
148.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
145.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
142.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
134.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
132.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
131.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
131.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
129.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
113.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
103.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
82.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
55.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 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.
RPL36A-HNRNPH2 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
85.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
484.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
386.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
301.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
300.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
290.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
268.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
265.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
253.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
253.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
238.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
232.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
227.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
224.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
212.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
211.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
208.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
201.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
199.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
196.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
192.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
189.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
189.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
182.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
179.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
177.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
176.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
172.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
170.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
170.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
162.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
162.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
160.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
158.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
157.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
155.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
154.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
152.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
152.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
148.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
145.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
145.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
141.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
140.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
140.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
139.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
135.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
135.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
133.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
132.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
131.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
131.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
130.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
130.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
127.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
125.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
125.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
124.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
123.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
123.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
122.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
121.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
121.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
121.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
121.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
120.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
119.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
119.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
119.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
118.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
118.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
117.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
116.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
116.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
115.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
114.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
114.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
113.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
113.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
113.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
113.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
112.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
112.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
112.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
111.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
111.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
111.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
110.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
110.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
110.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
110.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
109.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
109.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
107.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
106.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
105.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
104.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
104.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
103.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
103.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
101.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
101.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
100.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
100.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
98.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
98.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
98.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
98.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
97.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
97.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
96.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
96.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
96.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
95.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
95.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
95.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
94.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
94.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
93.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
92.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
92.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
92.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
91.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
91.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
91.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
91.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
91.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
89.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
85.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
85.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
85.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
85.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
84.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
83.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
82.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
82.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
82.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
82.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
81.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
81.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
80.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
80.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
79.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
79.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
79.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
79.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
79.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
78.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
78.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
78.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
77.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
77.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
77.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
76.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
76.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
75.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
75.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
75.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
74.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
74.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
73.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
73.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
72.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
72.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
72.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
71.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
71.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
70.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
69.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
69.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
69.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
68.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
68.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
66.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
64.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
64.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
64.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
63.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
63.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
63.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
62.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
61.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
61.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
60.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
60.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
59.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
59.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
56.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
56.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
54.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
53.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
51.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
51.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
46.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
46.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
46.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
45.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
43.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
43.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
38.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
34.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
29.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
29.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
25.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
24.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
23.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
14.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
7.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
6.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
4.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
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.
The Human Protein Atlas project is funded
