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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.
NDUFB2 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
542.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1056.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1024.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
870.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
840.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
823.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
781.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
776.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
741.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
740.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
710.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
698.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
695.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
682.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
673.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
666.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
660.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
660.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
660.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
658.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
658.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
642.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
616.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
614.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
612.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
587.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
576.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
564.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
551.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
545.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
541.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
516.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
514.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
505.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
498.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
482.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
480.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
474.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
470.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
470.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
464.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
463.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
459.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
459.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
458.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
456.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
454.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
438.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
430.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
423.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
412.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
403.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
393.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
386.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
363.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
361.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
360.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
359.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
286.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
285.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
273.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
264.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
262.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
243.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFB2 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
269.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1480.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
1100.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
867.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
841.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
811.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
723.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
708.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
687.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
679.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
641.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
605.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
603.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
594.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
585.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
574.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
570.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
560.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
549.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
549.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
523.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
513.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
510.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
478.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
468.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
465.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
465.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
464.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
460.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
459.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
456.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
456.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
455.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
452.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
448.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
440.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
438.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
437.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
435.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
433.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
429.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
428.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
428.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
427.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
426.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
414.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
412.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
410.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
409.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
408.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
407.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
404.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
396.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
394.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
393.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
390.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
388.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
386.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
385.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
378.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
377.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
377.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
377.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
375.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
374.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
374.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
369.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
369.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
369.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
368.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
368.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
367.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
366.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
364.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
362.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
360.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
360.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
359.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
358.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
358.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
358.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
356.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
350.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
349.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
348.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
341.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
341.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
341.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
341.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
341.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
340.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
340.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
339.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
337.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
337.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
336.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
332.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
331.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
330.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
328.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
327.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
327.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
327.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
326.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
324.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
323.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
322.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
321.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
321.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
320.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
319.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
318.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
317.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
317.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
316.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
316.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
316.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
316.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
315.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
315.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
314.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
311.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
310.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
310.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
309.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
308.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
307.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
306.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
305.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
305.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
305.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
305.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
305.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
305.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
304.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
303.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
303.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
303.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
301.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
301.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
301.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
301.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
301.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
299.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
299.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
298.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
298.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
298.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
298.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
298.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
297.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
296.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
294.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
293.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
293.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
292.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
292.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
292.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
291.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
291.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
291.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
291.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
289.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
289.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
286.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
286.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
286.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
284.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
284.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
284.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
284.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
282.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
282.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
280.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
280.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
278.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
278.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
278.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
278.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
277.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
277.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
277.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
276.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
276.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
275.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
273.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
273.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
271.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
271.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
270.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
270.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
270.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
269.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
268.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
267.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
267.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
267.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
267.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
267.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
267.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
266.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
266.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
266.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
265.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
265.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
264.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
264.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
262.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
262.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
262.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
261.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
260.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
258.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
258.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
258.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
258.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
257.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
257.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
257.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
256.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
256.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
255.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
254.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
254.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
254.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
253.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
253.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
253.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
253.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
253.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
253.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
252.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
252.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
252.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
251.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
251.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
251.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
251.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
250.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
250.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
249.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
248.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
248.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
247.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
247.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
247.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
247.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
247.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
246.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
246.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
245.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
245.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
245.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
244.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
243.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
243.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
242.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
241.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
241.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
241.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
241.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
240.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
240.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
240.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
239.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
239.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
239.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
238.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
237.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
237.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
237.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
236.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
236.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
236.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
236.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
236.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
235.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
235.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
235.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
235.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
235.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
234.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
234.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
234.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
234.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
234.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
234.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
233.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
232.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
232.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
232.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
232.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
232.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
231.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
231.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
230.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
230.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
230.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
230.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
230.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
229.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
229.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
229.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
229.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
229.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
229.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
228.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
228.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
228.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
228.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
227.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
227.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
226.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
226.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
226.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
225.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
225.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
223.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
222.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
221.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
221.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
221.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
220.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
220.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
220.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
220.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
220.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
219.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
218.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
218.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
218.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
218.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
218.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
217.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
217.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
217.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
216.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
215.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
215.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
215.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
214.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
213.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
213.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
212.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
212.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
212.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
212.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
212.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
212.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
211.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
211.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
211.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
210.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
210.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
209.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
209.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
209.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
209.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
209.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
208.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
208.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
208.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
208.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
208.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
207.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
207.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
207.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
206.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
205.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
205.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
204.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
203.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
203.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
203.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
202.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
202.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
202.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
202.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
201.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
201.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
201.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
200.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
199.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
199.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
198.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
198.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
197.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
195.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
195.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
195.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
195.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
195.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
193.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
193.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
193.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
193.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
193.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
192.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
191.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
190.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
190.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
190.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
189.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
188.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
188.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
188.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
188.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
188.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
187.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
187.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
187.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
186.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
186.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
186.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
186.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
186.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
185.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
185.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
185.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
184.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
184.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
184.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
183.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
182.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
182.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
182.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
182.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
182.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
181.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
180.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
179.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
179.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
179.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
178.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
178.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
178.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
177.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
176.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
176.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
175.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
174.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
174.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
174.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
173.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
173.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
173.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
173.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
172.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
172.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
172.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
171.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
170.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
170.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
169.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
168.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
168.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
168.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
168.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
168.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
167.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
167.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
167.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
167.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
166.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
164.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
164.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
164.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
163.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
162.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
162.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
161.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
161.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
160.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
160.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
158.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
155.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
155.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
155.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
153.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
153.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
153.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
152.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
151.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
151.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
151.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
150.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
149.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
149.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
149.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
148.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
147.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
147.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
147.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
145.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
143.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
141.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
139.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
137.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
136.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
135.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
135.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
134.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
133.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
131.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
128.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
125.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
122.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
122.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
121.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
120.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
120.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
117.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
115.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
114.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
112.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
111.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
110.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
110.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
104.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
102.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
102.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 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.
NDUFB2 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
262.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
796.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
518.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
483.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
468.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
445.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
406.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
403.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
395.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
380.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
372.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
367.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
356.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
335.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
334.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
334.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
330.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
326.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
321.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
319.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
312.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
312.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
310.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
308.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
304.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
302.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
299.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
296.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
290.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
287.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
287.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
284.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
282.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
281.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
280.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
274.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
272.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
272.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
271.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
269.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
269.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
266.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
266.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
266.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
258.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
257.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
256.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
251.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
250.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
245.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
244.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
243.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
237.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
235.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
233.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
232.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
228.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
228.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
228.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
225.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
225.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
222.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
221.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
216.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
216.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
216.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
214.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
212.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
211.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
210.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
209.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
209.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
208.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
205.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
203.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
199.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
198.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
198.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
197.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
195.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
194.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
191.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
189.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
189.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
183.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
182.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
182.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
181.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
176.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
176.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
175.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
174.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
173.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
171.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
167.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
166.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
165.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
161.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
155.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
141.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
NDUFB2 is potential prognostic, high expression is favorable 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
523.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1587.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1446.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
1334.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1228.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1158.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1118.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1114.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1068.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1052.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1044.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
1031.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1013.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
977.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
959.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
931.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
922.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
918.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
910.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
909.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
889.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
886.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
878.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
869.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
855.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
847.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
828.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
816.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
806.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
802.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
789.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
787.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
785.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
782.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
775.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
773.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
773.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
767.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
767.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
763.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
761.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
756.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
753.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
747.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
743.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
739.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
738.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
732.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
729.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
718.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
714.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
710.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
707.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
703.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
701.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
698.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
695.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
694.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
694.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
693.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
690.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
689.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
688.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
686.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
684.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
683.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
683.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
678.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
673.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
672.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
672.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
670.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
668.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
668.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
658.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
653.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
649.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
645.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
641.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
640.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
640.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
634.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
630.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
628.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
627.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
625.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
622.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
617.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
614.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
614.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
611.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
610.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
609.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
604.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
597.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
595.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
594.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
592.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
589.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
582.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
581.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
581.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
579.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
578.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
578.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
577.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
576.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
573.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
572.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
572.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
569.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
569.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
567.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
567.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
566.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
562.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
560.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
560.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
556.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
553.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
549.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
548.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
544.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
540.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
539.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
538.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
537.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
534.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
533.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
527.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
521.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
517.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
510.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
506.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
504.1
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
500.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
499.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
499.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
498.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
497.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
494.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
492.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
482.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
480.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
479.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
477.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
477.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
473.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
471.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
470.2
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
468.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
466.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
463.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
462.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
461.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
460.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
460.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
454.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
453.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
453.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
450.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
450.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
446.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
442.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
441.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
440.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
439.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
438.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
437.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
436.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
435.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
432.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
432.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
431.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
431.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
422.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
421.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
414.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
412.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
412.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
411.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
409.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
409.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
408.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
406.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
404.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
404.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
401.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
400.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
400.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
399.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
392.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
390.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
389.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
388.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
388.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
387.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
385.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
383.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
376.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
372.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
371.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
369.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
365.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
363.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
363.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
361.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
360.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
360.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
360.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
359.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
359.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
358.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
352.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
352.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
347.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
347.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
339.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
336.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
333.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
332.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
332.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
331.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
331.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
326.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
323.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
320.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
319.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
318.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
317.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
316.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
311.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
310.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
309.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
308.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
303.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
303.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
300.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
299.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
293.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
291.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
286.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
284.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
282.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
281.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
280.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
271.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
269.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
266.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
264.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
263.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
259.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
257.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
255.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
249.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
243.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
242.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
239.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
234.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
230.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
223.9
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
219.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
219.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
218.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
217.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
214.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
211.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
209.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
209.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
203.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
192.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
190.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
184.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
182.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
179.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
173.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
148.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
147.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
139.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
136.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
118.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
117.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
77.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0010170001
Normal
1.2
CPT0006950001
Normal
1.0
CPT0066430001
Normal
1.0
CPT0065450001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0001350001
Normal
1.0
CPT0000790001
Normal
1.0
CPT0092740003
Normal
1.0
CPT0064400001
Normal
0.9
CPT0088640003
Normal
0.9
CPT0079430001
Normal
0.9
CPT0088920001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0023360001
Normal
0.9
CPT0089040001
Normal
0.9
CPT0092310003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0023710001
Normal
0.9
CPT0007470001
Normal
0.9
CPT0088500001
Normal
0.9
CPT0089480003
Normal
0.8
CPT0092800003
Normal
0.8
CPT0088710001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0006730001
Normal
0.8
CPT0077140001
Normal
0.8
CPT0081620001
Normal
0.8
CPT0078530001
Normal
0.7
CPT0020130001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0007870001
Normal
0.7
CPT0025920001
Normal
0.7
CPT0026420001
Normal
0.7
CPT0082010001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0014130001
Normal
0.7
CPT0001230001
Normal
0.7
CPT0001510001
Normal
0.6
CPT0002370001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0078940001
Normal
0.6
CPT0014350001
Normal
0.6
CPT0079300001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0076350001
Normal
0.5
CPT0000890001
Normal
0.5
CPT0001550001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0001190001
Normal
0.5
CPT0088570001
Normal
0.5
CPT0020020001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0063330001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0086830003
Normal
0.5
CPT0079000001
Normal
0.4
CPT0019160001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0065820001
Normal
0.3
CPT0014470001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0075570001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0075720003
Tumor
0.2
CPT0012770003
Normal
0.2
CPT0012090003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0079510001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0065810003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0018250001
Normal
-0.4
CPT0000640003
Tumor
-0.4
CPT0088690003
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0084590001
Normal
-0.5
CPT0078990003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0006900003
Tumor
-0.5
CPT0000870016
Tumor
-0.5
CPT0063630003
Tumor
-0.6
CPT0009080003
Normal
-0.6
CPT0086360003
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0078660003
Tumor
-0.6
CPT0065430003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0076330003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0010110003
Tumor
-0.7
CPT0081600003
Tumor
-0.7
CPT0025580004
Tumor
-0.7
CPT0007860003
Tumor
-0.7
CPT0092790003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0019130003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0012920003
Normal
-0.7
CPT0007320003
Tumor
-0.7
CPT0001180009
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0000780007
Tumor
-0.7
CPT0023690003
Tumor
-0.8
CPT0002350011
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0009020003
Normal
-0.8
CPT0001500009
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0088630003
Tumor
-0.8
CPT0001540009
Tumor
-0.8
CPT0077110003
Tumor
-0.8
CPT0078830003
Tumor
-0.8
CPT0006440003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0015730003
Tumor
-0.8
CPT0075130003
Tumor
-0.9
CPT0078930003
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0077310003
Tumor
-0.9
CPT0015910003
Tumor
-0.9
CPT0092190003
Normal
-0.9
CPT0001260009
Tumor
-1.0
CPT0066470004
Tumor
-1.0
CPT0079380003
Tumor
-1.0
CPT0079480003
Tumor
-1.0
CPT0063320003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0079230003
Tumor
-1.0
CPT0086820003
Tumor
-1.0
CPT0001340003
Tumor
-1.1
CPT0071150004
Tumor
-1.1
CPT0088550004
Tumor
-1.1
CPT0025110003
Tumor
-1.1
CPT0006630003
Tumor
-1.1
CPT0092160003
Tumor
-1.1
CPT0025290003
Tumor
-1.1
CPT0092290003
Tumor
-1.1
CPT0069000003
Tumor
-1.1
CPT0065750003
Tumor
-1.1
CPT0019990003
Tumor
-1.1
CPT0085670003
Tumor
-1.1
CPT0012280003
Tumor
-1.2
CPT0015810003
Tumor
-1.2
CPT0089020003
Tumor
-1.2
CPT0086870003
Tumor
-1.2
CPT0014160003
Tumor
-1.2
CPT0088900003
Tumor
-1.2
CPT0064370003
Tumor
-1.2
CPT0075560003
Tumor
-1.2
CPT0079410003
Tumor
-1.2
CPT0020120003
Tumor
-1.3
CPT0012370003
Tumor
-1.3
CPT0081990003
Tumor
-1.3
CPT0023350003
Tumor
-1.3
CPT0078800003
Tumor
-1.3
CPT0087040003
Tumor
-1.3
CPT0010160003
Tumor
-1.3
CPT0012550003
Tumor
-1.3
CPT0086030003
Tumor
-1.3
CPT0066480003
Tumor
-1.3
CPT0084560003
Tumor
-1.3
CPT0025350003
Tumor
-1.4
CPT0012180003
Tumor
-1.4
CPT0088480003
Tumor
-1.4
CPT0025230003
Tumor
-1.4
CPT0002270011
Tumor
-1.4
CPT0026410003
Tumor
-1.5
CPT0021240003
Tumor
-1.5
CPT0069160003
Tumor
-1.6
CPT0011240003
Tumor
-1.6
CPT0012080003
Tumor
-1.6
CPT0012670003
Tumor
-1.6
CPT0065690003
Tumor
-1.6
CPT0017850003
Tumor
-1.7
CPT0086950003
Tumor
-1.7
CPT0024670003
Tumor
-1.7
CPT0009000003
Tumor
-1.7
CPT0065930003
Tumor
-1.8
CPT0012900004
Tumor
-1.9
CPT0009060003
Tumor
-1.9
CPT0017410003
Tumor
-1.9
CPT0078510003
Tumor
-2.1
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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.