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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.
NDUFA11 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
350.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
539.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
523.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
522.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
506.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
506.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
492.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
484.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
472.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
471.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
471.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
466.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
461.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
455.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
453.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
442.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
441.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
435.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
428.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
428.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
425.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
418.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
400.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
396.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
394.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
393.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
383.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
381.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
371.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
370.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
368.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
366.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
360.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
358.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
349.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
347.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
337.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
335.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
334.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
323.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
314.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
313.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
297.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
291.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
288.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
288.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
286.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
283.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
276.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
266.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
260.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
254.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
253.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
249.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
235.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
219.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
208.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
206.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
205.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
199.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
199.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
191.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
152.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
134.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFA11 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
180.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1383.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1089.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
774.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
570.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
439.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
425.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
410.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
398.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
365.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
358.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
350.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
346.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
335.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
329.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
317.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
308.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
298.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
298.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
297.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
297.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
284.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
284.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
282.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
277.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
274.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
270.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
269.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
269.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
267.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
266.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
265.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
265.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
265.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
263.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
262.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
262.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
261.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
261.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
257.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
257.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
257.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
254.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
253.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
251.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
250.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
249.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
247.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
246.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
244.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
243.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
243.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
240.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
239.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
238.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
237.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
237.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
236.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
235.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
234.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
234.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
234.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
233.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
232.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
232.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
232.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
232.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
231.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
231.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
230.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
230.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
229.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
229.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
229.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
229.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
228.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
227.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
226.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
226.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
225.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
225.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
225.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
225.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
225.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
224.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
224.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
223.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
222.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
222.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
222.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
221.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
221.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
221.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
219.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
218.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
217.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
216.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
215.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
215.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
215.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
213.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
213.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
213.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
213.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
212.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
211.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
211.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
211.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
210.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
210.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
210.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
210.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
210.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
209.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
209.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
209.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
209.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
208.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
208.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
208.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
208.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
207.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
207.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
207.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
207.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
207.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
206.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
206.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
206.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
206.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
206.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
206.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
206.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
205.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
204.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
203.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
203.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
202.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
202.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
202.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
201.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
200.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
200.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
199.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
199.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
199.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
199.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
199.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
198.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
198.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
198.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
198.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
197.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
197.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
197.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
196.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
196.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
196.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
195.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
194.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
192.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
191.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
191.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
191.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
190.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
190.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
190.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
189.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
189.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
189.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
189.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
188.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
188.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
188.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
187.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
187.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
187.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
187.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
187.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
187.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
187.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
187.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
186.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
186.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
186.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
186.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
186.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
185.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
185.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
185.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
184.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
184.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
183.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
183.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
183.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
182.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
182.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
182.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
182.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
182.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
181.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
181.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
181.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
181.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
181.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
180.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
180.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
179.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
178.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
178.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
178.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
178.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
178.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
178.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
177.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
177.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
176.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
176.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
176.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
176.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
176.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
176.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
176.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
176.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
176.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
175.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
175.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
175.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
175.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
174.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
174.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
174.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
173.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
173.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
173.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
173.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
172.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
172.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
172.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
172.0
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
172.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
172.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
171.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
171.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
170.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
170.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
170.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
170.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
170.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
169.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
169.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
169.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
168.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
168.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
168.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
167.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
166.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
166.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
166.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
166.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
166.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
166.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
165.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
165.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
165.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
164.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
163.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
163.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
163.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
163.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
163.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
163.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
162.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
162.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
162.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
162.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
162.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
162.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
162.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
162.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
162.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
161.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
161.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
161.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
161.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
161.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
160.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
160.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
160.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
160.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
160.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
160.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
160.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
159.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
159.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
159.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
159.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
158.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
158.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
158.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
158.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
158.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
158.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
158.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
157.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
157.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
157.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
157.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
157.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
157.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
157.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
156.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
156.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
156.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
156.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
156.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
156.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
155.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
155.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
154.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
154.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
154.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
153.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
153.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
153.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
153.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
152.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
152.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
152.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
152.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
152.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
152.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
151.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
151.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
150.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
150.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
149.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
149.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
149.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
149.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
149.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
149.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
149.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
149.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
148.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
148.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
148.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
148.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
148.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
148.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
147.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
147.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
147.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
147.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
146.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
146.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
146.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
145.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
145.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
145.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
145.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
145.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
145.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
144.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
144.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
144.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
144.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
144.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
144.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
144.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
143.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
143.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
143.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
143.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
143.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
142.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
142.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
142.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
142.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
142.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
142.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
141.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
140.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
140.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
140.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
140.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
140.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
140.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
140.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
140.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
139.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
139.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
139.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
139.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
139.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
139.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
139.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
138.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
138.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
138.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
138.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
138.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
138.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
137.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
137.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
137.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
137.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
137.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
136.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
136.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
136.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
135.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
135.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
135.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
135.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
135.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
135.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
135.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
134.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
134.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
133.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
133.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
133.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
132.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
132.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
131.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
131.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
130.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
130.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
130.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
130.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
129.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
129.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
129.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
129.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
128.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
128.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
127.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
126.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
125.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
125.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
124.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
124.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
123.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
123.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
123.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
123.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
123.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
123.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
123.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
122.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
122.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
122.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
121.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
120.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
120.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
120.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
119.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
118.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
118.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
116.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
116.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
116.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
115.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
115.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
115.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
115.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
115.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
115.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
114.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
113.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
113.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
113.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
113.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
112.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
112.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
111.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
111.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
110.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
110.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
109.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
109.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
109.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
109.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
108.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
108.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
108.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
107.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
107.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
106.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
106.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
106.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
105.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
105.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
105.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
104.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
103.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
103.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
102.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
102.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
102.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
101.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
100.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
100.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
99.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
99.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
98.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
97.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
97.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
92.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
90.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
89.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
89.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
76.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
67.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
62.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
62.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
59.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
13.8
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.
NDUFA11 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
158.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
289.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
268.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
261.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
251.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
248.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
247.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
225.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
223.6
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
222.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
218.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
215.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
213.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
208.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
207.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
199.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
197.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
196.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
195.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
195.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
195.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
190.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
185.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
185.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
185.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
184.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
184.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
182.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
179.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
179.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
178.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
176.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
176.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
170.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
169.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
166.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
166.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
165.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
164.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
164.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
161.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
161.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
160.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
159.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
158.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
156.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
155.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
155.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
155.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
153.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
152.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
152.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
152.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
149.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
146.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
145.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
145.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
144.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
144.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
143.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
143.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
143.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
140.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
140.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
140.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
140.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
139.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
139.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
137.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
136.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
136.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
135.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
135.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
134.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
132.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
132.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
132.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
132.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
131.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
129.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
129.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
129.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
127.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
126.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
125.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
124.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
122.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
120.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
119.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
117.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
114.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
105.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
104.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
102.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
69.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
67.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
63.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
53.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
NDUFA11 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
293.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
713.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
642.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
628.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
626.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
621.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
596.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
588.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
583.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
578.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
574.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
568.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
551.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
548.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
500.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
492.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
489.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
471.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
462.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
453.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
452.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
451.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
451.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
442.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
442.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
441.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
427.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
425.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
424.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
424.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
417.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
414.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
413.5
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
410.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
409.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
408.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
406.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
405.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
399.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
398.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
396.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
395.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
390.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
389.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
388.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
385.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
385.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
383.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
383.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
379.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
378.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
373.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
371.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
367.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
365.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
362.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
356.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
354.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
354.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
353.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
352.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
349.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
348.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
345.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
345.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
344.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
343.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
340.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
340.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
340.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
339.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
339.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
337.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
333.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
330.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
329.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
327.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
323.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
322.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
322.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
322.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
322.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
322.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
321.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
318.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
318.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
318.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
317.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
316.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
316.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
315.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
315.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
314.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
312.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
307.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
306.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
305.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
305.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
304.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
302.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
301.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
301.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
300.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
300.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
300.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
300.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
300.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
298.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
297.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
297.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
297.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
297.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
296.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
295.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
294.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
293.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
292.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
291.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
291.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
290.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
290.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
289.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
287.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
286.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
286.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
286.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
284.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
283.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
283.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
282.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
282.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
281.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
280.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
279.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
277.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
277.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
277.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
277.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
275.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
274.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
274.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
273.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
273.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
273.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
273.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
273.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
273.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
272.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
272.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
272.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
272.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
271.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
271.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
270.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
270.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
270.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
269.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
269.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
268.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
267.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
267.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
267.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
266.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
265.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
265.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
264.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
263.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
262.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
262.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
262.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
261.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
260.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
258.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
258.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
258.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
256.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
256.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
256.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
254.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
250.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
250.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
249.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
249.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
249.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
248.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
248.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
247.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
246.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
245.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
244.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
243.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
243.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
242.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
241.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
241.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
241.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
241.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
240.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
240.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
239.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
237.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
237.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
237.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
237.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
237.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
235.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
233.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
233.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
233.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
233.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
233.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
233.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
232.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
230.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
229.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
228.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
228.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
226.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
226.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
226.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
224.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
224.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
223.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
223.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
221.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
219.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
218.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
217.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
217.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
215.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
213.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
213.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
213.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
212.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
212.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
211.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
208.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
208.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
207.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
206.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
205.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
204.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
203.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
200.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
199.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
198.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
198.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
197.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
196.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
191.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
189.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
189.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
189.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
188.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
186.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
180.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
180.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
179.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
175.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
172.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
172.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
170.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
167.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
165.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
164.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
160.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
157.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
156.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
154.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
152.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
151.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
151.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
149.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
129.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
125.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
123.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
123.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
112.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
100.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
54.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
53.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088780001
Normal
1.1
CPT0089480003
Normal
1.1
CPT0092310003
Normal
1.1
CPT0078840001
Normal
1.0
CPT0088710001
Normal
1.0
CPT0089040001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0088500001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0001350001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0092740003
Normal
0.9
CPT0088920001
Normal
0.9
CPT0065450001
Normal
0.8
CPT0010170001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0023710001
Normal
0.7
CPT0006950001
Normal
0.7
CPT0023360001
Normal
0.7
CPT0000790001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0078940001
Normal
0.7
CPT0025060001
Normal
0.6
CPT0014130001
Normal
0.6
CPT0069010001
Normal
0.6
CPT0012090003
Normal
0.6
CPT0086370003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0086890003
Normal
0.5
CPT0088640003
Normal
0.5
CPT0001510001
Normal
0.5
CPT0064400001
Normal
0.5
CPT0006730001
Normal
0.5
CPT0079000001
Normal
0.5
CPT0081620001
Normal
0.5
CPT0007860003
Tumor
0.5
CPT0088570001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0020130001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0078530001
Normal
0.4
CPT0002370001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0013790003
Normal
0.4
CPT0066520001
Normal
0.4
CPT0078660003
Tumor
0.4
CPT0012570003
Normal
0.4
CPT0001550001
Normal
0.4
CPT0025920001
Normal
0.3
CPT0065820001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0076350001
Normal
0.3
CPT0077140001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0019160001
Normal
0.3
CPT0086830003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0007870001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0024680001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0088970003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0076330003
Tumor
-0.1
CPT0025880003
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0002270011
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0014470001
Normal
-0.3
CPT0078510003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0001270001
Normal
-0.4
CPT0065810003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0006900003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0081990003
Tumor
-0.5
CPT0087040003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0014370004
Tumor
-0.6
CPT0092290003
Tumor
-0.6
CPT0077320001
Normal
-0.6
CPT0010110003
Tumor
-0.6
CPT0020120003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0081600003
Tumor
-0.7
CPT0069000003
Tumor
-0.7
CPT0084590001
Normal
-0.7
CPT0092160003
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0021240003
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0079410003
Tumor
-0.7
CPT0025050003
Tumor
-0.7
CPT0079180003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0014450004
Tumor
-0.8
CPT0064370003
Tumor
-0.8
CPT0092190003
Normal
-0.8
CPT0078990003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0001260009
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0086870003
Tumor
-0.8
CPT0066470004
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0077110003
Tumor
-0.9
CPT0007320003
Tumor
-0.9
CPT0088690003
Tumor
-0.9
CPT0012180003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0001180009
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0089020003
Tumor
-0.9
CPT0009000003
Tumor
-0.9
CPT0023350003
Tumor
-1.0
CPT0001540009
Tumor
-1.0
CPT0010160003
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0024670003
Tumor
-1.0
CPT0088900003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0012550003
Tumor
-1.0
CPT0086820003
Tumor
-1.0
CPT0000640003
Tumor
-1.0
CPT0025170003
Tumor
-1.1
CPT0088760003
Tumor
-1.1
CPT0071150004
Tumor
-1.1
CPT0075720003
Tumor
-1.1
CPT0015730003
Tumor
-1.1
CPT0012670003
Tumor
-1.1
CPT0006440003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0084560003
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0000780007
Tumor
-1.2
CPT0063630003
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0086950003
Tumor
-1.2
CPT0065870003
Tumor
-1.3
CPT0011240003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0079230003
Tumor
-1.3
CPT0065750003
Tumor
-1.3
CPT0088630003
Tumor
-1.3
CPT0026410003
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0012080003
Tumor
-1.4
CPT0086030003
Tumor
-1.4
CPT0001340003
Tumor
-1.4
CPT0078800003
Tumor
-1.4
CPT0025350003
Tumor
-1.6
CPT0079380003
Tumor
-1.6
CPT0025290003
Tumor
-1.7
CPT0015810003
Tumor
-1.7
CPT0025230003
Tumor
-1.8
CPT0065930003
Tumor
-1.8
CPT0081880003
Tumor
-1.8
CPT0085670003
Tumor
-1.8
CPT0025110003
Tumor
-1.9
CPT0065690003
Tumor
-1.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.