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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.
NDUFV1 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
262.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
687.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
511.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
471.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
422.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
399.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
377.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
364.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
358.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
353.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
333.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
330.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
323.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
321.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
318.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
316.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
311.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
305.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
303.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
301.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
292.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
289.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
287.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
284.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
282.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
280.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
279.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
267.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
263.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
261.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
259.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
256.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
253.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
252.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
248.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
247.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
245.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
243.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
242.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
240.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
238.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
237.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
234.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
232.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
222.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
219.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
218.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
216.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
215.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
204.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
204.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
197.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
197.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
190.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
172.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
165.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
154.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
143.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
143.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
140.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
138.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
115.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
85.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
84.5
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.
NDUFV1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
91.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
290.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
229.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
216.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
214.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
195.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
192.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
190.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
177.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
172.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
170.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
169.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
166.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
164.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
164.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
162.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
160.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
159.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
158.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
157.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
155.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
154.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
152.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
151.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
151.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
149.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
146.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
146.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
144.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
142.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
141.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
140.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
139.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
139.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
139.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
138.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
138.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
137.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
137.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
135.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
135.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
134.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
134.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
133.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
133.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
132.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
132.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
131.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
130.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
129.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
129.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
129.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
128.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
128.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
128.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
127.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
127.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
127.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
127.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
127.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
127.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
126.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
125.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
124.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
124.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
124.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
124.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
124.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
124.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
123.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
123.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
123.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
123.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
122.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
122.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
122.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
122.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
122.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
121.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
121.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
121.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
121.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
121.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
120.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
120.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
120.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
119.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
119.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
119.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
118.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
117.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
117.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
117.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
116.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
115.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
115.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
115.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
114.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
114.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
114.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
113.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
113.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
112.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
112.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
112.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
112.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
112.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
112.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
111.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
111.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
111.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
111.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
111.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
111.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
110.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
110.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
110.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
110.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
110.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
110.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
110.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
110.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
110.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
110.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
110.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
109.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
109.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
109.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
109.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
109.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
109.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
109.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
109.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
108.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
108.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
108.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
108.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
108.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
107.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
107.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
107.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
107.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
107.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
106.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
106.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
106.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
106.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
106.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
105.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
105.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
105.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
105.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
104.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
104.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
104.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
104.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
104.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
104.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
103.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
103.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
103.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
103.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
102.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
102.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
102.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
102.4
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
102.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
101.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
101.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
101.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
100.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
100.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
100.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
100.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
100.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
100.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
100.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
99.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
99.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
99.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
99.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
99.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
99.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
99.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
99.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
99.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
99.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
98.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
98.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
98.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
98.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
98.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
98.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
98.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
98.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
97.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
97.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
97.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
97.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
97.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
97.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
97.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
96.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
96.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
96.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
96.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
96.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
95.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
95.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
95.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
95.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
95.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
95.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
95.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
95.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
95.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
94.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
94.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
94.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
94.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
93.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
93.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
93.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
93.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
93.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
92.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
92.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
92.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
92.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
92.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
92.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
92.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
92.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
92.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
92.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
92.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
92.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
92.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
92.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
91.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
91.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
91.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
91.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
91.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
91.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
91.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
91.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
91.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
91.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
90.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
90.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
90.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
90.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
90.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
90.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
90.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
90.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
89.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
89.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
89.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
89.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
89.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
89.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
89.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
88.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
88.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
88.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
88.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
88.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
88.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
88.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
87.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
87.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
87.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
87.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
87.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
87.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
87.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
87.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
87.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
86.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
86.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
86.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
86.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
86.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
86.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
86.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
86.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
86.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
85.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
85.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
85.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
85.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
85.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
85.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
85.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
84.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
84.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
84.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
84.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
84.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
84.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
83.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
83.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
83.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
83.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
83.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
83.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
83.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
83.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
82.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
82.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
82.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
82.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
82.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
82.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
82.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
82.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
82.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
81.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
81.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
81.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
81.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
80.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
80.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
80.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
80.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
80.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
80.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
80.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
80.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
80.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
80.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
80.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
79.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
79.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
79.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
79.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
79.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
79.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
79.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
79.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
79.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
79.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
79.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
79.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
78.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
78.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
78.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
78.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
77.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
77.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
77.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
77.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
77.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
77.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
77.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
76.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
76.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
76.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
76.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
76.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
76.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
75.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
75.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
75.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
75.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
75.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
75.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
75.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
75.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
74.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
74.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
74.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
73.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
73.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
73.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
73.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
72.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
72.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
72.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
72.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
72.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
71.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
71.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
71.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
71.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
71.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
70.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
70.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
70.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
70.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
69.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
69.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
69.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
69.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
69.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
69.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
69.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
68.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
68.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
68.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
67.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
67.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
67.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
67.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
67.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
66.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
66.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
65.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
65.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
65.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
65.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
65.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
65.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
65.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
65.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
65.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
65.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
64.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
64.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
64.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
64.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
64.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
63.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
63.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
62.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
62.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
61.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
61.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
61.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
61.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
60.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
59.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
59.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
59.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
59.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
58.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
58.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
58.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
57.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
57.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
56.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
56.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
56.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
55.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
54.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
54.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
54.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
53.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
53.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
53.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
52.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
52.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
52.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
51.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
51.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
51.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
51.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
51.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
51.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
51.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
51.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
50.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
50.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
50.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
50.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
49.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
49.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
49.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
49.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
48.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
48.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
47.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
47.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
46.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
45.6
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
45.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
44.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
44.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
44.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
44.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
43.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
41.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
40.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
39.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
39.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
39.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
38.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
38.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
36.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
32.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
31.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
24.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
23.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
21.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
19.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
17.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFV1 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
94.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
185.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
159.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
156.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
151.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
146.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
135.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
133.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
133.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
124.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
122.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
119.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
118.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
118.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
117.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
117.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
116.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
115.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
114.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
114.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
113.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
111.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
110.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
108.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
108.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
108.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
107.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
107.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
107.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
106.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
106.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
106.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
105.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
104.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
104.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
103.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
103.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
103.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
102.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
102.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
102.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
101.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
100.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
99.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
99.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
98.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
97.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
95.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
94.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
94.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
92.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
91.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
91.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
91.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
90.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
89.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
89.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
89.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
88.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
88.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
87.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
86.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
83.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
82.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
82.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
81.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
81.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
80.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
80.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
79.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
78.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
78.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
76.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
73.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
72.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
71.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
70.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
63.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
62.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
61.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
60.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
60.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
57.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
56.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
55.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
55.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
54.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
52.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
52.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
45.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFV1 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
159.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
715.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
393.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
373.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
342.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
329.6
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
319.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
316.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
309.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
308.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
303.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
292.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
290.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
288.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
288.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
285.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
277.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
268.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
268.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
264.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
259.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
258.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
258.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
257.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
256.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
250.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
250.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
249.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
249.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
249.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
246.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
243.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
241.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
241.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
239.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
238.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
238.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
235.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
234.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
234.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
232.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
232.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
231.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
230.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
228.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
226.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
226.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
222.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
219.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
217.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
217.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
216.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
216.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
215.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
215.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
215.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
213.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
212.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
212.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
211.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
211.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
211.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
211.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
209.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
207.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
206.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
205.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
205.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
204.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
203.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
202.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
202.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
201.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
200.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
199.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
197.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
196.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
195.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
195.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
195.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
195.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
193.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
193.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
193.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
192.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
191.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
191.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
190.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
190.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
189.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
187.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
187.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
186.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
185.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
182.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
182.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
182.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
181.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
181.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
180.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
180.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
179.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
179.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
178.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
178.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
177.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
177.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
175.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
174.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
174.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
173.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
173.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
171.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
171.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
171.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
165.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
165.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
164.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
163.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
163.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
161.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
160.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
159.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
159.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
159.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
157.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
157.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
157.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
156.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
155.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
155.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
155.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
154.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
153.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
153.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
152.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
151.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
150.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
150.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
149.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
149.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
148.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
146.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
145.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
145.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
145.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
144.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
143.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
143.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
143.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
142.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
141.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
141.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
140.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
140.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
138.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
137.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
137.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
136.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
136.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
135.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
135.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
135.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
135.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
135.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
134.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
134.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
134.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
134.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
133.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
133.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
132.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
132.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
132.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
132.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
131.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
131.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
131.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
130.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
130.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
130.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
130.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
129.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
129.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
128.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
128.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
128.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
128.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
128.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
127.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
127.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
126.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
126.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
126.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
126.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
125.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
120.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
120.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
120.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
119.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
118.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
117.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
117.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
116.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
116.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
114.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
114.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
114.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
112.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
111.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
111.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
110.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
108.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
108.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
108.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
107.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
107.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
106.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
106.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
106.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
104.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
104.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
104.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
104.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
103.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
103.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
103.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
102.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
101.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
101.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
101.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
101.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
100.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
100.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
99.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
98.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
98.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
98.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
97.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
96.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
96.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
95.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
90.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
88.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
87.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
87.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
84.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
84.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
81.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
81.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
80.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
78.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
76.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
76.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
76.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
74.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
72.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
70.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
70.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
70.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
68.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
67.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
67.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
66.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
62.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
62.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
59.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
57.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
55.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
55.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
50.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
35.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
34.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
31.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
30.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
30.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
29.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0009080003
Normal
1.2
CPT0069010001
Normal
1.1
CPT0012090003
Normal
1.0
CPT0006950001
Normal
1.0
CPT0012770003
Normal
1.0
CPT0020130001
Normal
1.0
CPT0077140001
Normal
1.0
CPT0065450001
Normal
1.0
CPT0078670001
Normal
1.0
CPT0066430001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0089480003
Normal
0.9
CPT0079430001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0010170001
Normal
0.9
CPT0064400001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0000790001
Normal
0.9
CPT0007870001
Normal
0.9
CPT0026420001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0088640003
Normal
0.9
CPT0001350001
Normal
0.9
CPT0012570003
Normal
0.8
CPT0081620001
Normal
0.8
CPT0092310003
Normal
0.8
CPT0078940001
Normal
0.8
CPT0077500001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0088780001
Normal
0.8
CPT0020020001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0025920001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0007470001
Normal
0.8
CPT0009020003
Normal
0.8
CPT0023710001
Normal
0.8
CPT0088920001
Normal
0.8
CPT0014350001
Normal
0.8
CPT0025060001
Normal
0.8
CPT0023360001
Normal
0.8
CPT0076350001
Normal
0.7
CPT0017450001
Normal
0.7
CPT0086890003
Normal
0.7
CPT0088500001
Normal
0.7
CPT0089040001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0006730001
Normal
0.7
CPT0012640003
Normal
0.7
CPT0086830003
Normal
0.7
CPT0001510001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0001230001
Normal
0.6
CPT0086970003
Normal
0.6
CPT0018250001
Normal
0.6
CPT0012290003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0078530001
Normal
0.6
CPT0001550001
Normal
0.6
CPT0063330001
Normal
0.5
CPT0002370001
Normal
0.5
CPT0014130001
Normal
0.5
CPT0019160001
Normal
0.5
CPT0013790003
Normal
0.5
CPT0079300001
Normal
0.5
CPT0012920003
Normal
0.5
CPT0069190001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0075570001
Normal
0.4
CPT0024680001
Normal
0.4
CPT0066520001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0001190001
Normal
0.4
CPT0000660001
Normal
0.3
CPT0006530001
Normal
0.3
CPT0065820001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0079510001
Normal
0.1
CPT0088970003
Tumor
0.0
CPT0075170001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0001270001
Normal
-0.3
CPT0079180003
Tumor
-0.4
CPT0002270011
Tumor
-0.4
CPT0077320001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0069160003
Tumor
-0.8
CPT0025880003
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0001500009
Tumor
-0.9
CPT0077310003
Tumor
-0.9
CPT0011410003
Tumor
-0.9
CPT0066480003
Tumor
-0.9
CPT0076330003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0023350003
Tumor
-0.9
CPT0063320003
Tumor
-0.9
CPT0088550004
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0001220008
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0007860003
Tumor
-0.9
CPT0066470004
Tumor
-0.9
CPT0078800003
Tumor
-0.9
CPT0065810003
Tumor
-0.9
CPT0012280003
Tumor
-1.0
CPT0092790003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0015910003
Tumor
-1.0
CPT0014450004
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0025170003
Tumor
-1.0
CPT0025050003
Tumor
-1.0
CPT0079270003
Tumor
-1.0
CPT0092730003
Tumor
-1.0
CPT0065430003
Tumor
-1.1
CPT0078660003
Tumor
-1.1
CPT0017410003
Tumor
-1.1
CPT0006630003
Tumor
-1.1
CPT0079480003
Tumor
-1.1
CPT0012550003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0001540009
Tumor
-1.1
CPT0007320003
Tumor
-1.1
CPT0020120003
Tumor
-1.1
CPT0063630003
Tumor
-1.1
CPT0021240003
Tumor
-1.1
CPT0075720003
Tumor
-1.1
CPT0081990003
Tumor
-1.1
CPT0088690003
Tumor
-1.2
CPT0012900004
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0092160003
Tumor
-1.2
CPT0078930003
Tumor
-1.2
CPT0002350011
Tumor
-1.2
CPT0000780007
Tumor
-1.2
CPT0011240003
Tumor
-1.2
CPT0064370003
Tumor
-1.2
CPT0087040003
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0078830003
Tumor
-1.2
CPT0084560003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0012180003
Tumor
-1.3
CPT0015730003
Tumor
-1.3
CPT0078990003
Tumor
-1.3
CPT0006900003
Tumor
-1.3
CPT0088480003
Tumor
-1.3
CPT0089460004
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0006440003
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0075130003
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0077490003
Tumor
-1.3
CPT0025580004
Tumor
-1.3
CPT0010110003
Tumor
-1.3
CPT0071150004
Tumor
-1.4
CPT0017850003
Tumor
-1.4
CPT0019130003
Tumor
-1.4
CPT0012080003
Tumor
-1.4
CPT0065870003
Tumor
-1.4
CPT0086820003
Tumor
-1.4
CPT0024670003
Tumor
-1.4
CPT0000640003
Tumor
-1.4
CPT0088630003
Tumor
-1.5
CPT0086870003
Tumor
-1.5
CPT0009060003
Tumor
-1.5
CPT0026410003
Tumor
-1.5
CPT0065750003
Tumor
-1.5
CPT0010160003
Tumor
-1.5
CPT0012370003
Tumor
-1.5
CPT0088900003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0009000003
Tumor
-1.6
CPT0086030003
Tumor
-1.6
CPT0081600003
Tumor
-1.6
CPT0079230003
Tumor
-1.6
CPT0001260009
Tumor
-1.6
CPT0085670003
Tumor
-1.7
CPT0079380003
Tumor
-1.7
CPT0065930003
Tumor
-1.7
CPT0025290003
Tumor
-1.8
CPT0025350003
Tumor
-1.8
CPT0001340003
Tumor
-1.9
CPT0015810003
Tumor
-1.9
CPT0065690003
Tumor
-2.0
CPT0025110003
Tumor
-2.0
CPT0025230003
Tumor
-2.1
CPT0081880003
Tumor
-2.2
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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.