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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.
NDUFB9 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
460.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1084.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1058.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
944.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
776.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
747.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
691.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
690.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
660.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
624.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
612.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
599.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
582.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
565.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
563.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
550.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
536.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
523.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
523.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
511.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
509.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
509.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
508.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
496.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
494.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
471.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
451.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
449.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
446.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
432.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
432.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
424.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
416.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
413.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
408.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
401.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
401.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
397.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
395.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
381.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
381.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
378.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
378.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
377.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
376.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
376.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
368.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
368.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
360.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
339.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
337.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
336.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
325.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
311.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
295.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
289.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
280.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
275.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
273.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
262.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
261.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
259.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
212.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
203.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 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.
NDUFB9 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
215.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1828.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
826.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
815.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
634.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
590.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
502.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
502.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
488.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
484.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
476.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
470.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
453.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
446.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
438.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
438.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
432.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
432.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
403.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
400.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
394.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
393.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
392.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
388.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
383.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
382.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
380.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
377.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
372.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
371.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
368.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
365.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
362.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
362.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
360.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
354.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
353.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
353.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
349.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
348.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
346.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
338.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
334.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
332.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
329.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
325.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
322.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
322.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
320.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
319.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
315.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
315.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
313.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
313.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
309.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
307.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
306.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
305.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
300.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
298.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
297.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
297.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
297.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
295.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
295.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
293.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
292.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
291.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
291.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
291.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
289.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
287.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
286.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
284.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
283.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
282.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
281.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
280.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
280.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
276.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
276.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
275.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
275.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
272.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
271.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
271.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
270.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
270.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
268.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
268.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
266.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
266.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
265.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
264.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
262.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
261.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
259.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
258.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
258.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
255.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
255.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
255.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
254.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
254.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
252.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
251.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
251.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
250.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
248.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
246.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
246.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
246.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
245.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
244.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
244.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
243.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
243.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
241.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
241.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
241.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
241.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
241.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
241.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
241.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
240.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
240.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
240.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
239.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
239.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
239.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
238.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
238.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
237.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
237.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
237.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
237.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
237.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
236.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
236.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
236.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
235.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
235.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
235.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
234.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
234.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
234.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
233.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
233.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
233.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
233.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
233.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
232.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
231.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
231.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
231.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
231.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
231.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
230.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
229.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
228.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
228.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
228.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
228.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
227.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
227.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
227.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
227.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
226.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
226.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
226.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
225.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
225.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
224.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
224.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
223.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
223.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
223.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
223.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
222.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
222.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
221.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
221.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
220.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
219.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
219.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
218.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
218.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
217.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
217.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
216.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
216.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
215.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
215.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
215.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
215.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
215.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
214.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
214.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
214.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
212.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
211.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
211.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
211.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
211.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
211.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
211.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
211.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
210.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
210.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
210.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
210.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
210.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
210.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
209.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
209.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
209.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
209.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
209.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
208.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
208.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
207.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
207.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
207.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
207.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
207.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
206.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
206.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
205.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
205.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
205.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
204.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
204.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
204.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
204.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
204.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
203.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
203.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
201.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
201.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
201.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
200.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
199.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
199.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
199.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
199.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
199.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
198.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
198.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
198.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
198.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
198.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
197.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
197.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
197.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
196.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
196.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
195.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
195.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
195.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
195.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
195.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
194.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
194.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
194.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
194.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
193.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
193.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
193.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
193.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
193.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
192.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
192.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
192.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
192.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
192.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
192.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
192.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
191.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
191.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
191.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
190.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
190.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
190.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
189.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
189.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
189.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
189.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
189.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
188.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
188.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
188.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
188.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
187.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
187.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
186.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
186.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
185.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
185.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
185.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
185.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
184.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
183.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
183.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
183.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
182.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
182.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
182.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
182.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
181.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
181.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
181.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
181.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
181.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
180.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
180.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
180.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
180.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
179.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
179.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
179.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
179.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
179.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
179.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
179.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
178.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
178.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
178.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
178.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
178.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
177.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
177.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
177.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
177.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
177.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
177.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
177.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
177.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
176.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
176.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
176.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
176.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
176.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
176.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
176.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
175.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
175.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
175.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
175.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
175.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
174.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
174.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
174.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
173.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
173.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
173.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
173.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
173.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
172.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
172.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
172.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
172.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
171.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
171.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
170.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
170.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
170.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
170.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
169.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
169.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
168.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
168.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
168.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
168.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
167.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
167.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
167.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
166.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
166.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
166.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
166.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
166.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
166.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
165.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
164.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
164.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
163.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
162.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
162.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
161.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
161.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
161.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
160.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
160.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
159.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
159.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
159.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
158.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
158.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
158.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
158.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
157.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
157.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
157.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
157.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
157.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
157.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
156.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
156.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
156.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
155.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
154.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
154.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
153.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
153.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
152.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
152.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
151.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
151.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
150.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
150.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
149.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
149.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
149.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
148.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
148.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
148.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
148.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
148.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
147.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
147.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
147.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
146.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
145.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
145.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
144.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
144.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
143.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
143.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
143.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
143.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
143.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
143.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
142.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
142.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
142.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
142.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
141.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
141.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
141.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
140.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
140.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
140.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
140.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
140.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
139.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
139.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
139.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
139.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
138.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
138.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
137.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
137.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
137.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
136.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
135.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
134.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
134.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
130.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
129.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
129.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
128.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
128.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
128.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
127.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
127.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
126.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
125.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
124.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
124.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
123.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
122.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
122.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
122.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
122.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
121.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
121.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
121.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
119.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
118.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
117.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
117.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
116.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
115.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
114.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
114.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
113.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
113.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
113.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
113.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
112.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
112.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
111.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
109.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
109.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
101.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
100.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
100.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
96.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
95.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
93.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
93.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
90.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
89.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
86.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
85.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
85.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
79.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
79.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
78.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
78.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
64.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 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.
NDUFB9 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
152.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
363.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
332.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
288.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
270.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
268.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
261.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
260.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
236.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
229.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
224.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
210.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
210.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
209.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
205.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
204.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
201.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
197.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
194.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
188.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
187.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
186.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
185.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
180.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
180.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
175.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
175.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
175.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
173.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
165.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
163.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
159.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
158.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
157.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
156.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
152.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
152.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
149.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
147.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
146.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
145.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
144.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
144.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
143.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
143.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
143.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
142.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
139.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
138.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
137.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
136.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
135.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
135.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
134.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
134.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
133.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
133.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
133.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
133.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
133.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
132.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
131.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
130.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
130.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
130.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
129.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
128.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
127.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
126.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
126.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
126.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
125.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
122.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
122.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
121.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
120.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
120.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
119.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
119.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
119.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
114.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
113.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
111.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
108.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
107.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
105.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
105.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
104.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
103.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
102.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
101.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
100.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
98.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
97.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
91.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
89.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
87.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
87.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
86.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
86.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 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.
NDUFB9 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
388.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
1544.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1089.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
1056.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
949.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
886.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
796.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
793.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
784.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
778.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
753.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
744.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
729.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
692.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
681.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
679.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
676.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
662.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
649.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
646.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
645.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
644.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
638.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
630.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
627.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
615.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
609.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
601.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
599.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
598.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
593.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
586.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
586.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
577.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
560.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
551.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
550.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
546.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
541.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
533.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
531.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
528.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
528.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
527.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
521.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
521.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
519.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
519.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
515.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
508.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
505.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
505.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
504.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
494.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
491.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
489.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
489.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
489.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
486.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
486.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
482.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
478.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
475.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
473.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
471.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
470.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
469.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
469.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
468.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
466.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
465.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
464.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
463.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
462.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
461.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
456.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
456.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
455.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
452.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
449.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
445.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
442.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
441.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
439.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
438.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
437.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
435.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
433.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
430.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
429.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
427.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
425.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
424.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
424.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
417.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
414.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
413.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
408.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
407.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
405.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
402.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
401.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
398.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
397.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
396.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
395.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
395.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
394.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
394.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
386.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
386.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
383.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
381.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
381.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
376.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
374.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
373.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
373.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
372.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
371.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
370.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
368.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
366.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
365.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
365.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
365.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
364.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
363.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
362.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
362.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
361.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
361.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
360.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
358.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
358.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
358.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
356.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
355.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
355.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
354.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
354.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
353.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
352.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
351.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
351.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
350.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
348.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
347.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
347.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
346.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
342.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
342.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
341.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
337.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
335.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
335.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
334.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
333.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
332.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
331.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
331.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
330.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
330.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
330.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
329.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
328.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
327.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
326.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
325.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
324.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
322.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
322.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
321.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
321.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
318.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
318.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
317.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
317.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
316.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
310.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
310.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
309.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
309.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
307.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
306.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
306.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
306.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
305.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
305.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
304.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
304.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
303.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
303.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
303.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
302.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
302.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
299.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
297.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
296.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
295.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
295.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
292.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
292.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
292.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
290.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
289.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
288.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
287.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
284.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
282.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
281.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
281.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
279.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
278.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
277.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
276.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
275.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
274.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
274.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
273.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
273.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
271.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
271.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
271.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
269.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
268.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
268.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
267.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
267.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
265.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
262.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
262.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
261.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
260.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
260.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
259.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
259.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
256.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
256.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
254.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
251.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
249.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
246.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
246.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
244.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
243.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
242.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
241.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
241.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
237.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
236.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
234.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
230.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
230.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
225.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
223.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
222.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
220.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
218.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
217.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
215.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
215.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
208.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
207.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
207.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
207.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
205.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
201.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
187.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
185.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
183.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
181.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
181.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
174.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
172.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
168.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
166.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
161.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
149.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
135.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
121.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
115.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
115.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0069010001
Normal
1.1
CPT0077140001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0078530001
Normal
1.0
CPT0012770003
Normal
0.9
CPT0065450001
Normal
0.9
CPT0000790001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0001350001
Normal
0.9
CPT0020130001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0007470001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0010170001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0088920001
Normal
0.8
CPT0020020001
Normal
0.8
CPT0006950001
Normal
0.8
CPT0088780001
Normal
0.8
CPT0007870001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0001510001
Normal
0.7
CPT0025060001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0092310003
Normal
0.7
CPT0088640003
Normal
0.7
CPT0001550001
Normal
0.7
CPT0012570003
Normal
0.7
CPT0077500001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0014130001
Normal
0.7
CPT0089480003
Normal
0.6
CPT0079430001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0064400001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0019160001
Normal
0.6
CPT0088500001
Normal
0.6
CPT0086890003
Normal
0.6
CPT0076350001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0086830003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0078940001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0025610001
Normal
0.5
CPT0079300001
Normal
0.5
CPT0026420001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0069190001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0006530001
Normal
0.5
CPT0082010001
Normal
0.5
CPT0012640003
Normal
0.5
CPT0001190001
Normal
0.4
CPT0086970003
Normal
0.4
CPT0002370001
Normal
0.4
CPT0017450001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0088970003
Tumor
0.4
CPT0009080003
Normal
0.4
CPT0075570001
Normal
0.4
CPT0066520001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0009020003
Normal
0.3
CPT0024680001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0000660001
Normal
0.2
CPT0063640001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079510001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0001270001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0078930003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0025170003
Tumor
-0.4
CPT0076330003
Tumor
-0.4
CPT0089460004
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0063320003
Tumor
-0.5
CPT0079180003
Tumor
-0.5
CPT0007860003
Tumor
-0.5
CPT0012900004
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0078510003
Tumor
-0.6
CPT0075560003
Tumor
-0.6
CPT0014450004
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0069160003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0089020003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0012550003
Tumor
-0.7
CPT0025880003
Tumor
-0.7
CPT0025290003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0065810003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0078830003
Tumor
-0.7
CPT0088760003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0006630003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0065430003
Tumor
-0.8
CPT0092160003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0015910003
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0088690003
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0081990003
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0000640003
Tumor
-0.9
CPT0019130003
Tumor
-0.9
CPT0000780007
Tumor
-0.9
CPT0086950003
Tumor
-0.9
CPT0015730003
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0078660003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0079480003
Tumor
-0.9
CPT0001180009
Tumor
-0.9
CPT0088630003
Tumor
-0.9
CPT0001260009
Tumor
-1.0
CPT0012280003
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0012670003
Tumor
-1.0
CPT0087040003
Tumor
-1.0
CPT0075130003
Tumor
-1.0
CPT0069000003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0065750003
Tumor
-1.0
CPT0088550004
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0081600003
Tumor
-1.0
CPT0020120003
Tumor
-1.0
CPT0000870016
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0065930003
Tumor
-1.1
CPT0010110003
Tumor
-1.1
CPT0009000003
Tumor
-1.1
CPT0001500009
Tumor
-1.1
CPT0066470004
Tumor
-1.1
CPT0007320003
Tumor
-1.1
CPT0088900003
Tumor
-1.1
CPT0014370004
Tumor
-1.1
CPT0079410003
Tumor
-1.1
CPT0086820003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0012370003
Tumor
-1.1
CPT0025350003
Tumor
-1.2
CPT0065690003
Tumor
-1.2
CPT0011240003
Tumor
-1.2
CPT0071150004
Tumor
-1.2
CPT0002270011
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0006440003
Tumor
-1.2
CPT0088480003
Tumor
-1.2
CPT0025110003
Tumor
-1.2
CPT0023350003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0086030003
Tumor
-1.3
CPT0081880003
Tumor
-1.3
CPT0012080003
Tumor
-1.4
CPT0078800003
Tumor
-1.4
CPT0009060003
Tumor
-1.4
CPT0079230003
Tumor
-1.4
CPT0079380003
Tumor
-1.4
CPT0026410003
Tumor
-1.4
CPT0086870003
Tumor
-1.4
CPT0015810003
Tumor
-1.5
CPT0084560003
Tumor
-1.5
CPT0025230003
Tumor
-1.6
CPT0085670003
Tumor
-1.8
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.