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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.
NDUFS6 is potential prognostic, high expression is unfavorable 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
245.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
479.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
474.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
443.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
403.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
401.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
381.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
367.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
360.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
354.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
351.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
350.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
344.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
338.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
325.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
320.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
315.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
309.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
306.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
300.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
291.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
288.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
284.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
282.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
276.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
275.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
272.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
267.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
263.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
257.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
251.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
250.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
246.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
245.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
242.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
238.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
228.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
224.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
208.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
208.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
203.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
203.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
201.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
190.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
189.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
183.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
181.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
173.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
169.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
159.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
157.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
148.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
145.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
144.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
132.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
129.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
124.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
123.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
122.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
114.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
113.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
107.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
105.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
100.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 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.
NDUFS6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
129.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1273.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
326.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
309.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
305.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
284.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
271.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
254.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
254.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
254.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
252.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
250.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
243.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
243.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
237.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
236.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
235.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
234.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
233.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
232.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
232.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
231.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
230.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
230.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
228.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
227.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
224.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
224.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
220.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
218.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
212.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
209.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
208.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
207.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
206.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
203.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
202.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
200.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
199.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
199.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
196.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
196.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
195.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
194.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
194.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
193.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
191.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
189.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
188.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
188.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
188.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
188.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
187.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
187.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
184.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
183.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
183.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
180.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
180.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
180.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
179.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
179.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
178.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
177.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
176.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
175.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
175.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
175.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
175.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
173.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
173.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
172.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
171.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
171.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
171.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
170.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
170.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
169.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
169.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
168.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
168.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
167.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
167.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
167.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
167.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
166.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
166.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
165.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
165.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
165.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
165.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
165.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
165.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
165.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
165.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
165.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
165.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
165.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
164.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
164.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
163.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
163.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
163.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
162.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
161.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
161.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
160.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
160.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
159.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
159.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
158.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
158.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
156.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
155.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
154.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
154.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
154.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
154.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
153.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
153.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
153.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
152.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
152.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
151.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
151.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
151.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
149.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
149.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
149.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
149.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
149.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
149.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
148.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
148.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
148.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
148.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
147.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
147.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
147.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
147.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
146.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
146.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
146.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
145.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
145.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
145.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
145.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
145.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
144.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
143.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
143.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
143.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
143.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
141.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
141.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
141.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
141.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
140.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
140.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
140.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
140.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
140.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
139.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
139.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
139.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
139.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
139.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
139.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
139.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
138.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
138.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
138.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
137.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
137.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
137.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
137.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
137.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
137.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
137.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
136.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
134.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
134.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
134.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
133.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
133.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
133.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
133.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
132.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
132.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
132.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
132.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
131.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
131.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
131.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
130.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
130.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
130.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
130.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
129.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
129.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
129.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
128.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
128.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
128.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
128.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
127.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
127.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
127.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
127.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
126.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
126.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
126.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
126.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
126.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
126.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
126.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
125.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
125.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
125.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
124.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
124.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
124.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
123.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
123.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
123.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
123.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
123.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
123.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
123.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
123.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
123.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
123.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
122.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
122.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
122.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
122.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
122.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
122.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
122.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
121.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
121.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
121.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
121.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
121.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
120.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
120.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
120.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
120.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
120.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
119.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
119.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
119.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
119.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
119.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
119.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
119.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
118.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
118.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
118.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
118.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
118.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
118.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
117.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
117.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
117.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
117.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
117.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
116.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
116.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
116.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
116.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
116.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
116.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
116.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
116.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
115.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
115.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
114.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
114.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
114.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
114.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
114.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
114.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
114.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
113.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
113.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
113.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
113.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
112.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
112.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
112.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
112.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
112.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
112.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
112.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
111.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
111.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
111.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
111.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
111.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
111.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
111.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
111.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
111.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
111.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
110.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
110.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
110.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
110.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
110.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
110.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
110.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
110.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
109.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
109.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
109.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
109.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
109.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
109.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
109.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
108.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
108.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
108.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
108.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
108.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
107.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
107.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
107.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
107.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
107.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
107.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
106.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
106.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
106.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
106.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
106.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
106.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
106.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
106.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
105.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
105.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
105.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
105.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
105.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
105.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
105.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
105.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
105.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
105.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
105.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
105.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
104.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
104.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
104.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
104.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
104.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
104.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
103.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
103.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
103.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
103.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
103.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
103.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
103.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
103.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
102.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
102.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
102.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
102.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
102.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
102.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
102.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
102.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
102.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
102.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
101.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
101.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
101.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
101.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
101.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
101.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
100.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
100.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
100.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
100.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
100.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
99.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
99.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
99.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
99.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
98.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
98.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
98.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
98.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
98.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
98.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
98.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
98.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
97.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
97.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
97.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
96.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
95.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
95.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
95.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
95.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
95.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
94.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
94.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
94.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
93.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
93.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
93.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
93.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
92.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
92.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
92.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
92.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
92.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
91.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
90.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
90.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
90.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
90.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
90.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
90.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
89.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
89.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
89.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
89.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
89.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
89.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
89.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
89.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
89.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
89.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
88.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
88.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
88.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
88.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
88.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
87.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
87.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
87.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
87.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
86.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
85.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
85.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
85.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
85.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
84.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
84.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
83.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
83.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
83.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
83.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
82.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
82.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
82.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
82.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
81.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
81.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
80.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
80.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
80.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
80.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
80.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
80.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
79.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
78.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
78.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
78.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
78.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
77.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
77.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
77.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
76.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
76.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
76.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
76.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
76.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
75.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
74.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
74.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
73.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
73.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
73.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
73.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
71.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
71.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
71.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
71.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
70.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
69.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
69.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
69.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
67.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
66.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
66.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
66.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
64.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
64.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
63.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
63.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
61.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
60.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
60.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
55.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
49.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
46.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
42.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
39.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
30.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
22.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NDUFS6 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
124.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
352.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
335.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
255.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
253.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
240.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
236.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
223.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
221.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
219.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
196.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
181.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
171.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
169.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
165.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
160.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
158.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
156.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
154.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
152.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
151.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
150.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
148.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
146.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
146.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
144.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
144.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
142.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
141.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
138.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
138.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
136.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
136.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
135.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
132.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
132.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
131.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
131.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
125.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
123.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
123.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
121.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
120.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
119.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
119.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
117.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
113.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
112.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
111.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
110.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
110.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
109.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
109.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
109.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
108.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
108.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
107.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
106.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
105.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
104.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
101.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
100.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
100.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
97.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
96.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
96.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
95.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
94.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
94.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
93.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
92.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
92.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
90.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
89.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
89.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
89.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
88.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
88.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
87.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
85.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
82.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
82.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
79.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
77.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
77.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
77.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
73.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
68.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
65.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
63.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
61.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
60.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
59.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
56.1
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.
NDUFS6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
214.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
906.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
777.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
536.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
525.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
460.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
450.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
434.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
423.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
417.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
416.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
416.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
414.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
405.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
389.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
387.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
377.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
373.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
370.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
357.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
347.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
345.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
341.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
339.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
336.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
330.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
329.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
323.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
320.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
320.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
319.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
317.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
315.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
314.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
313.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
313.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
313.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
312.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
311.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
301.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
299.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
298.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
297.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
293.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
293.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
293.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
293.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
292.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
292.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
285.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
285.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
282.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
280.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
279.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
273.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
271.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
270.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
268.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
268.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
268.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
260.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
259.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
259.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
258.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
258.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
255.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
254.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
254.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
253.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
252.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
250.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
247.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
246.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
246.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
245.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
243.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
242.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
242.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
239.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
237.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
237.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
237.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
236.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
236.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
236.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
236.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
234.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
233.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
232.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
231.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
228.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
228.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
226.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
225.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
224.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
224.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
223.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
221.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
221.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
221.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
220.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
219.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
219.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
218.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
218.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
218.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
217.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
216.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
215.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
215.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
213.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
213.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
213.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
213.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
212.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
210.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
209.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
208.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
207.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
206.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
206.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
205.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
205.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
205.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
204.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
204.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
203.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
202.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
202.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
201.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
201.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
201.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
200.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
199.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
199.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
198.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
197.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
196.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
195.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
195.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
194.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
194.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
194.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
192.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
192.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
192.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
191.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
191.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
190.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
190.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
189.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
189.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
189.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
187.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
187.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
186.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
186.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
186.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
186.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
185.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
185.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
185.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
185.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
184.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
184.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
184.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
183.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
182.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
182.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
182.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
182.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
181.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
181.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
181.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
180.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
180.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
180.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
180.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
178.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
177.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
177.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
176.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
175.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
175.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
175.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
174.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
173.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
172.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
172.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
172.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
172.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
171.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
171.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
171.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
170.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
170.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
169.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
169.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
167.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
167.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
166.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
165.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
165.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
165.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
163.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
163.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
162.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
161.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
160.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
159.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
157.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
156.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
155.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
155.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
154.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
153.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
153.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
151.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
150.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
149.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
149.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
148.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
148.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
148.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
147.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
147.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
147.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
147.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
146.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
143.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
142.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
142.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
141.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
140.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
140.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
139.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
139.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
138.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
138.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
137.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
137.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
137.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
136.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
135.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
133.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
133.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
132.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
131.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
128.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
127.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
125.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
124.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
124.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
124.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
124.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
116.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
116.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
115.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
115.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
114.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
114.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
114.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
110.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
110.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
109.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
107.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
107.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
106.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
106.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
103.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
100.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
100.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
98.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
95.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
94.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
91.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
91.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
81.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
73.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
70.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
67.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
66.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
43.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007870001
Normal
1.2
CPT0020130001
Normal
1.2
CPT0069010001
Normal
1.1
CPT0023710001
Normal
1.1
CPT0001350001
Normal
1.1
CPT0006950001
Normal
1.0
CPT0086890003
Normal
1.0
CPT0089480003
Normal
1.0
CPT0000790001
Normal
1.0
CPT0077140001
Normal
1.0
CPT0089040001
Normal
1.0
CPT0092800003
Normal
1.0
CPT0088640003
Normal
1.0
CPT0007470001
Normal
1.0
CPT0064400001
Normal
0.9
CPT0088780001
Normal
0.9
CPT0079430001
Normal
0.9
CPT0012770003
Normal
0.9
CPT0065450001
Normal
0.9
CPT0025610001
Normal
0.9
CPT0078840001
Normal
0.9
CPT0088920001
Normal
0.9
CPT0079000001
Normal
0.9
CPT0066430001
Normal
0.9
CPT0081620001
Normal
0.8
CPT0088500001
Normal
0.8
CPT0078530001
Normal
0.8
CPT0076350001
Normal
0.8
CPT0001230001
Normal
0.8
CPT0012570003
Normal
0.8
CPT0092310003
Normal
0.8
CPT0023360001
Normal
0.8
CPT0078670001
Normal
0.8
CPT0020020001
Normal
0.7
CPT0025920001
Normal
0.7
CPT0088710001
Normal
0.7
CPT0077500001
Normal
0.7
CPT0009080003
Normal
0.7
CPT0063330001
Normal
0.7
CPT0087050003
Normal
0.7
CPT0012640003
Normal
0.7
CPT0026420001
Normal
0.7
CPT0009020003
Normal
0.7
CPT0001550001
Normal
0.7
CPT0092740003
Normal
0.7
CPT0014130001
Normal
0.7
CPT0079300001
Normal
0.7
CPT0012090003
Normal
0.7
CPT0086830003
Normal
0.7
CPT0078940001
Normal
0.7
CPT0086970003
Normal
0.7
CPT0082010001
Normal
0.7
CPT0014350001
Normal
0.6
CPT0010170001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0017450001
Normal
0.6
CPT0079510001
Normal
0.6
CPT0001510001
Normal
0.6
CPT0025060001
Normal
0.6
CPT0013790003
Normal
0.6
CPT0019160001
Normal
0.6
CPT0000890001
Normal
0.5
CPT0001190001
Normal
0.5
CPT0063640001
Normal
0.5
CPT0066520001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0065820001
Normal
0.5
CPT0002370001
Normal
0.5
CPT0024680001
Normal
0.5
CPT0014470001
Normal
0.4
CPT0018250001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0069190001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0012290003
Normal
0.4
CPT0075570001
Normal
0.3
CPT0012920003
Normal
0.3
CPT0075170001
Normal
0.3
CPT0000660001
Normal
0.3
CPT0088970003
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0079180003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0088550004
Tumor
-0.5
CPT0092190003
Normal
-0.5
CPT0084590001
Normal
-0.5
CPT0077320001
Normal
-0.5
CPT0069160003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0014450004
Tumor
-0.7
CPT0079270003
Tumor
-0.7
CPT0025880003
Tumor
-0.8
CPT0075720003
Tumor
-0.8
CPT0006630003
Tumor
-0.8
CPT0019990003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0086360003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0001220008
Tumor
-0.8
CPT0012900004
Tumor
-0.8
CPT0012280003
Tumor
-0.8
CPT0012550003
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0077310003
Tumor
-0.8
CPT0012080003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0087040003
Tumor
-1.0
CPT0092160003
Tumor
-1.0
CPT0078990003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0065810003
Tumor
-1.0
CPT0066480003
Tumor
-1.0
CPT0023350003
Tumor
-1.0
CPT0089020003
Tumor
-1.0
CPT0007320003
Tumor
-1.0
CPT0071150004
Tumor
-1.0
CPT0063320003
Tumor
-1.1
CPT0065430003
Tumor
-1.1
CPT0078830003
Tumor
-1.1
CPT0077110003
Tumor
-1.1
CPT0079410003
Tumor
-1.1
CPT0089460004
Tumor
-1.1
CPT0002350011
Tumor
-1.1
CPT0012180003
Tumor
-1.1
CPT0063630003
Tumor
-1.2
CPT0065870003
Tumor
-1.2
CPT0012670003
Tumor
-1.2
CPT0012370003
Tumor
-1.2
CPT0092790003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0001540009
Tumor
-1.2
CPT0079480003
Tumor
-1.2
CPT0002270011
Tumor
-1.2
CPT0088630003
Tumor
-1.2
CPT0009000003
Tumor
-1.2
CPT0075130003
Tumor
-1.2
CPT0069000003
Tumor
-1.2
CPT0077490003
Tumor
-1.2
CPT0066470004
Tumor
-1.2
CPT0065930003
Tumor
-1.2
CPT0000780007
Tumor
-1.2
CPT0088900003
Tumor
-1.3
CPT0025050003
Tumor
-1.3
CPT0025350003
Tumor
-1.3
CPT0009060003
Tumor
-1.3
CPT0001180009
Tumor
-1.3
CPT0023690003
Tumor
-1.3
CPT0015910003
Tumor
-1.3
CPT0000870016
Tumor
-1.3
CPT0006900003
Tumor
-1.3
CPT0065690003
Tumor
-1.3
CPT0088690003
Tumor
-1.3
CPT0088760003
Tumor
-1.3
CPT0007860003
Tumor
-1.3
CPT0014370004
Tumor
-1.3
CPT0024670003
Tumor
-1.3
CPT0010110003
Tumor
-1.3
CPT0086820003
Tumor
-1.3
CPT0001500009
Tumor
-1.3
CPT0001260009
Tumor
-1.3
CPT0075560003
Tumor
-1.4
CPT0010160003
Tumor
-1.4
CPT0064370003
Tumor
-1.4
CPT0078930003
Tumor
-1.4
CPT0025110003
Tumor
-1.5
CPT0025290003
Tumor
-1.5
CPT0006440003
Tumor
-1.5
CPT0078660003
Tumor
-1.5
CPT0081990003
Tumor
-1.5
CPT0086950003
Tumor
-1.5
CPT0025580004
Tumor
-1.5
CPT0081600003
Tumor
-1.5
CPT0020120003
Tumor
-1.6
CPT0026410003
Tumor
-1.6
CPT0078510003
Tumor
-1.6
CPT0086870003
Tumor
-1.6
CPT0000640003
Tumor
-1.6
CPT0015730003
Tumor
-1.6
CPT0088480003
Tumor
-1.7
CPT0079380003
Tumor
-1.8
CPT0014160003
Tumor
-1.8
CPT0092290003
Tumor
-1.8
CPT0079230003
Tumor
-1.8
CPT0081880003
Tumor
-1.9
CPT0078800003
Tumor
-2.0
CPT0085670003
Tumor
-2.0
CPT0065750003
Tumor
-2.1
CPT0015810003
Tumor
-2.2
CPT0001340003
Tumor
-2.2
CPT0086030003
Tumor
-2.3
CPT0025230003
Tumor
-2.6
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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.