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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.
NFE2L1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
254.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
1043.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
664.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
660.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
619.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
576.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
559.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
513.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
512.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
486.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
477.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
417.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
412.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
410.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
392.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
380.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
365.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
347.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
294.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
266.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
253.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
253.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
251.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
243.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
236.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
228.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
220.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
215.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
209.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
205.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
202.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
201.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
198.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
186.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
172.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
172.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
164.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
161.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
159.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
157.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
156.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
155.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
149.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
140.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
136.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
133.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
133.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
126.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
123.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
122.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
122.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
116.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
111.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
107.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
104.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
104.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
103.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
99.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
97.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
89.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
85.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
78.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
72.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
65.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
NFE2L1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
150.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
681.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
354.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
347.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
345.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
317.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
316.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
291.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
290.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
287.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
286.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
277.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
275.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
274.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
273.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
272.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
269.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
267.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
266.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
263.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
262.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
261.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
261.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
258.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
256.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
255.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
255.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
254.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
253.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
253.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
250.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
250.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
249.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
246.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
244.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
244.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
243.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
242.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
242.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
241.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
235.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
230.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
230.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
228.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
228.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
228.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
227.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
226.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
223.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
221.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
221.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
220.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
220.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
219.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
217.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
217.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
217.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
216.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
216.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
216.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
215.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
214.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
214.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
214.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
212.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
211.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
211.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
211.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
211.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
211.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
211.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
211.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
210.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
209.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
209.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
208.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
208.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
207.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
207.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
206.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
205.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
204.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
204.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
203.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
202.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
202.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
201.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
201.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
201.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
199.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
199.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
198.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
198.5
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
198.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
198.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
198.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
197.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
197.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
196.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
196.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
196.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
196.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
196.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
196.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
195.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
195.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
195.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
194.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
194.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
194.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
194.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
193.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
193.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
193.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
192.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
191.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
191.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
191.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
191.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
190.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
190.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
189.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
189.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
188.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
188.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
188.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
188.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
187.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
187.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
186.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
185.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
185.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
184.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
184.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
184.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
183.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
183.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
183.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
183.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
183.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
182.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
182.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
181.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
181.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
181.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
181.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
181.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
179.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
178.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
178.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
178.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
178.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
178.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
177.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
177.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
176.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
176.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
176.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
176.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
176.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
176.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
175.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
175.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
174.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
174.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
174.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
173.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
173.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
173.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
173.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
173.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
173.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
172.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
172.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
172.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
171.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
171.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
171.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
170.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
170.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
170.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
169.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
168.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
168.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
168.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
167.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
167.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
167.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
166.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
166.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
166.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
166.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
166.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
166.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
165.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
165.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
164.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
163.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
163.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
163.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
163.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
162.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
162.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
162.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
161.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
161.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
160.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
159.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
159.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
159.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
159.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
159.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
159.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
158.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
158.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
158.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
157.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
157.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
157.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
157.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
156.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
156.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
156.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
156.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
155.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
155.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
155.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
154.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
154.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
154.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
154.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
154.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
152.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
152.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
152.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
152.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
152.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
151.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
151.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
150.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
150.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
149.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
149.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
149.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
149.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
148.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
148.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
148.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
148.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
148.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
148.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
147.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
146.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
146.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
146.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
146.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
146.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
146.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
145.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
145.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
145.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
145.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
145.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
145.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
145.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
145.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
145.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
144.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
144.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
144.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
144.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
144.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
144.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
143.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
143.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
142.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
142.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
142.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
142.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
141.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
141.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
141.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
141.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
141.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
141.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
141.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
141.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
141.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
140.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
140.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
139.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
139.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
139.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
138.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
138.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
138.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
137.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
137.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
137.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
137.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
137.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
137.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
136.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
136.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
135.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
134.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
134.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
134.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
133.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
133.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
133.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
133.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
133.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
132.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
132.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
132.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
132.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
131.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
131.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
131.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
131.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
130.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
130.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
130.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
130.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
129.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
129.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
129.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
129.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
129.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
129.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
128.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
128.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
127.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
127.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
127.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
127.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
126.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
126.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
125.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
125.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
124.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
123.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
123.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
122.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
121.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
121.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
121.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
121.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
121.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
120.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
120.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
120.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
119.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
119.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
118.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
118.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
118.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
117.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
117.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
117.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
116.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
116.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
116.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
116.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
116.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
116.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
115.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
115.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
114.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
113.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
113.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
113.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
113.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
112.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
111.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
111.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
111.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
111.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
111.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
111.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
110.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
109.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
109.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
109.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
108.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
108.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
108.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
108.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
108.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
108.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
107.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
107.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
107.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
107.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
106.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
105.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
105.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
105.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
105.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
104.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
104.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
102.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
102.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
102.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
101.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
101.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
101.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
101.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
101.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
99.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
98.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
98.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
98.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
98.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
98.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
98.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
97.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
97.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
97.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
96.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
96.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
96.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
96.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
96.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
95.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
95.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
95.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
95.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
94.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
93.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
91.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
91.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
91.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
91.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
91.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
91.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
91.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
90.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
89.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
89.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
89.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
89.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
88.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
88.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
88.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
88.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
88.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
88.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
88.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
87.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
87.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
86.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
85.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
82.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
82.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
82.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
82.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
82.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
81.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
81.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
80.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
80.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
77.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
77.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
77.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
75.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
74.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
73.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
73.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
73.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
73.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
73.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
73.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
72.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
72.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
71.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
71.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
70.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
69.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
69.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
69.3
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
69.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
67.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
67.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
66.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
65.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
65.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
65.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
64.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
63.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
63.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
62.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
61.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
61.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
61.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
60.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
60.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
60.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
59.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
58.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
58.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
57.8
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
56.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
55.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
55.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
54.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
54.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
53.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
52.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
51.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
48.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
40.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
39.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
37.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
29.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
27.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
NFE2L1 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
181.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
325.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
303.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
290.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
287.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
282.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
280.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
278.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
268.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
260.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
253.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
252.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
251.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
235.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
231.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
228.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
226.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
226.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
226.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
215.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
215.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
214.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
209.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
209.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
204.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
203.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
203.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
201.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
201.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
200.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
199.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
198.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
198.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
197.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
195.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
195.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
193.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
191.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
191.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
188.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
188.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
186.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
184.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
183.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
183.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
181.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
181.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
181.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
180.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
180.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
180.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
180.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
178.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
177.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
177.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
176.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
176.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
174.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
172.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
171.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
169.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
168.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
166.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
166.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
165.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
164.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
163.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
163.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
163.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
161.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
160.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
156.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
154.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
153.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
153.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
150.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
150.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
146.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
145.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
143.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
143.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
140.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
137.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
136.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
136.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
134.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
128.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
128.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
126.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
123.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
123.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
119.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
117.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
117.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
104.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
104.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
97.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
95.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
88.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
81.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 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.
NFE2L1 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
223.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1308.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
909.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
874.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
869.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
786.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
745.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
723.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
656.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
656.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
545.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
517.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
491.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
486.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
475.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
467.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
466.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
463.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
454.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
443.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
438.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
429.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
427.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
415.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
412.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
412.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
411.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
410.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
401.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
400.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
385.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
384.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
384.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
383.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
375.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
375.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
375.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
372.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
368.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
366.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
362.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
356.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
345.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
342.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
342.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
342.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
341.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
330.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
330.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
328.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
324.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
320.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
315.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
314.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
314.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
311.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
306.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
301.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
296.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
296.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
293.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
291.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
285.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
282.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
281.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
279.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
277.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
276.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
274.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
274.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
273.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
272.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
267.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
265.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
263.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
263.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
262.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
259.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
256.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
256.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
255.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
254.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
253.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
252.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
250.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
247.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
244.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
244.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
243.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
242.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
241.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
241.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
235.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
235.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
233.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
233.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
231.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
228.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
227.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
227.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
225.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
224.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
223.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
219.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
217.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
216.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
216.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
216.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
216.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
214.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
212.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
210.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
209.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
208.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
208.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
207.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
206.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
206.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
205.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
204.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
203.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
203.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
203.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
201.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
200.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
199.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
198.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
195.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
195.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
195.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
194.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
194.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
194.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
193.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
190.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
188.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
186.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
186.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
185.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
183.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
183.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
182.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
181.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
178.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
178.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
173.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
172.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
172.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
171.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
170.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
169.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
168.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
167.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
166.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
164.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
163.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
163.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
163.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
161.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
161.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
160.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
160.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
160.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
159.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
158.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
158.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
158.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
157.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
157.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
155.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
154.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
154.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
153.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
153.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
150.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
150.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
149.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
149.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
149.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
148.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
147.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
146.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
145.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
144.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
144.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
143.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
143.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
142.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
142.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
141.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
141.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
141.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
140.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
139.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
139.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
139.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
139.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
139.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
138.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
138.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
138.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
137.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
136.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
134.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
134.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
133.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
133.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
132.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
132.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
131.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
130.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
128.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
127.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
126.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
126.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
125.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
123.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
123.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
122.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
122.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
122.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
121.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
120.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
117.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
116.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
113.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
113.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
113.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
112.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
112.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
111.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
111.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
111.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
110.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
108.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
107.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
106.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
104.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
104.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
104.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
103.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
103.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
103.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
102.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
102.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
101.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
101.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
100.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
100.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
99.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
98.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
94.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
94.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
94.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
94.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
92.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
90.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
89.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
88.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
84.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
83.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
82.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
82.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
81.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
79.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
78.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
77.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
77.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
75.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
73.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
71.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
70.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
69.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
68.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
66.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
62.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
61.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
60.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
59.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
45.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
35.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
