We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
NPTN 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
219.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
672.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
528.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
508.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
474.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
429.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
391.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
390.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
387.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
368.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
349.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
346.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
337.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
323.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
318.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
316.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
307.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
304.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
301.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
289.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
288.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
288.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
260.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
250.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
232.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
230.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
229.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
228.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
227.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
225.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
225.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
220.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
190.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
184.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
170.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
167.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
166.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
164.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
160.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
157.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
156.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
155.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
153.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
140.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
127.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
127.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
126.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
114.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
112.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
107.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
103.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
102.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
96.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
94.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
90.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
81.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
78.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
76.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
68.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
62.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
58.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
49.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
46.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
NPTN 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
93.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
310.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
299.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
237.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
236.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
229.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
226.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
218.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
212.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
199.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
194.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
194.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
192.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
188.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
188.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
182.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
182.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
177.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
174.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
173.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
172.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
171.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
170.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
166.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
161.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
160.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
159.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
159.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
159.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
157.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
156.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
152.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
152.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
150.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
150.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
149.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
149.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
148.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
147.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
147.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
147.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
146.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
144.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
144.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
144.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
142.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
142.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
141.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
141.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
140.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
140.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
139.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
138.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
137.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
137.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
137.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
136.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
136.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
136.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
136.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
136.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
135.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
135.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
135.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
135.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
135.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
134.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
134.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
134.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
134.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
134.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
133.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
133.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
132.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
132.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
131.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
130.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
130.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
129.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
129.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
129.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
128.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
128.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
128.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
128.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
128.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
127.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
127.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
127.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
126.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
126.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
125.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
125.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
124.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
124.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
124.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
124.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
124.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
123.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
123.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
123.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
123.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
123.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
123.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
122.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
122.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
122.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
122.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
121.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
121.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
120.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
119.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
119.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
119.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
119.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
119.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
119.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
118.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
118.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
118.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
117.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
117.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
117.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
117.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
116.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
116.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
115.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
115.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
115.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
115.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
114.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
114.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
114.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
114.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
114.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
113.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
113.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
113.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
112.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
112.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
112.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
112.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
112.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
112.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
112.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
112.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
111.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
111.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
111.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
111.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
111.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
111.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
111.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
110.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
110.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
110.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
110.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
110.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
110.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
109.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
109.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
109.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
108.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
108.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
108.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
108.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
108.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
108.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
107.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
107.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
107.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
107.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
106.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
106.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
106.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
106.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
106.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
106.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
106.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
105.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
105.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
105.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
105.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
105.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
105.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
105.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
105.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
105.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
104.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
103.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
103.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
103.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
103.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
103.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
103.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
102.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
102.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
102.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
102.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
102.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
101.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
101.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
101.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
101.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
101.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
101.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
101.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
101.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
100.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
100.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
100.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
100.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
100.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
100.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
100.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
100.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
100.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
100.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
99.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
99.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
99.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
99.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
98.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
98.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
98.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
98.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
98.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
98.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
98.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
98.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
97.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
97.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
97.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
97.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
97.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
96.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
96.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
96.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
96.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
96.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
96.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
96.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
95.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
95.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
95.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
95.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
95.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
95.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
95.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
94.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
94.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
94.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
94.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
94.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
94.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
94.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
94.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
93.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
93.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
93.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
92.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
92.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
92.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
92.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
92.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
91.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
91.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
91.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
91.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
91.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
91.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
91.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
91.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
90.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
90.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
90.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
90.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
89.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
89.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
89.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
88.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
88.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
88.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
88.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
88.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
88.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
87.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
87.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
87.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
87.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
86.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
86.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
86.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
86.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
86.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
86.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
85.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
85.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
84.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
84.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
84.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
84.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
84.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
84.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
84.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
84.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
84.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
83.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
83.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
83.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
83.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
83.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
83.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
83.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
83.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
83.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
82.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
82.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
82.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
81.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
80.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
80.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
80.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
79.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
79.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
79.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
79.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
79.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
79.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
79.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
79.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
79.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
79.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
79.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
78.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
78.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
78.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
78.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
78.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
78.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
78.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
78.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
77.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
77.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
77.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
77.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
77.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
77.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
77.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
77.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
76.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
76.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
76.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
76.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
76.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
76.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
75.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
75.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
74.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
74.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
74.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
73.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
73.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
73.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
72.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
72.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
72.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
71.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
71.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
71.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
71.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
70.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
70.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
70.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
70.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
70.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
70.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
69.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
69.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
68.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
68.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
68.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
68.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
68.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
67.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
67.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
67.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
67.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
67.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
66.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
66.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
66.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
66.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
66.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
65.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
65.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
65.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
64.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
64.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
64.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
64.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
63.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
63.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
63.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
63.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
62.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
62.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
62.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
62.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
61.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
61.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
60.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
60.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
59.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
59.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
59.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
58.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
58.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
58.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
57.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
57.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
57.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
56.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
56.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
56.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
56.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.0
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
54.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
54.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
52.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
51.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
51.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
51.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
51.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
50.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
49.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
49.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
49.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
48.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
48.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
48.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
48.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
47.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
47.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
47.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
46.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
45.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
45.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
45.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
44.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
44.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
44.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
44.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
42.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
42.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
40.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
40.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
40.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
40.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
40.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
39.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
39.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
38.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
38.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
37.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
36.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
34.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
34.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
33.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
32.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
32.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
31.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
27.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
25.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
25.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
25.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
25.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
24.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
24.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
23.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
22.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
19.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
17.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
15.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
NPTN 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
105.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
183.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
173.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
167.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
162.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
162.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
162.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
156.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
149.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
148.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
147.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
143.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
140.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
140.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
139.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
138.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
137.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
137.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
137.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
136.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
135.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
135.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
134.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
132.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
132.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
132.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
131.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
129.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
129.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
126.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
124.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
123.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
122.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
119.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
118.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
118.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
118.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
117.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
117.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
117.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
117.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
116.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
114.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
113.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
113.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
111.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
111.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
110.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
110.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
106.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
103.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
102.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
102.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
101.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
100.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
100.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
99.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
99.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
97.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
97.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
97.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
97.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
95.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
93.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
91.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
90.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
90.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
88.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
87.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
86.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
85.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
85.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
84.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
82.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
81.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
81.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
80.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
79.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
79.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
78.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
76.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
74.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
74.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
71.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
71.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
70.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
67.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
67.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
66.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
62.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
62.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
60.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
59.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
58.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
54.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
50.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
44.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
39.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
NPTN 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
66.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
276.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
232.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
229.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
220.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
187.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
181.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
181.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
180.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
175.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
174.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
169.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
155.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
148.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
146.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
146.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
146.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
145.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
138.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
137.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
137.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
137.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
137.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
130.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
129.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
126.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
124.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
123.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
122.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
122.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
119.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
118.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
114.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
112.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
112.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
110.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
108.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
106.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
103.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
103.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
102.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
102.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
101.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
100.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
100.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
98.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
97.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
96.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
95.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
95.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
94.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
94.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
94.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
93.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
92.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
92.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
91.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
90.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
90.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
89.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
88.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
87.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
87.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
86.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
86.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
85.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
85.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
85.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
84.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
84.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
83.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
83.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
83.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
82.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
82.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
82.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
81.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
81.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
81.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
81.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
80.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
80.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
80.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
80.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
79.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
79.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
79.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
79.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
79.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
79.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
78.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
77.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
77.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
76.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
76.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
75.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
75.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
73.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
72.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
72.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
72.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
72.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
72.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
72.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
71.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
71.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
71.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
70.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
70.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
70.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
70.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
70.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
69.8
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
69.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
69.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
68.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
68.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
68.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
67.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
67.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
67.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
66.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
66.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
65.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
65.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
64.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
64.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
64.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
64.2
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
64.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
64.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
63.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
63.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
62.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
61.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
61.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
61.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
61.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
61.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
60.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
59.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
59.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
59.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
58.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
57.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
57.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
56.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
56.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
55.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
55.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
55.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
54.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
54.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
54.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
53.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
53.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
53.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
52.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
52.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
52.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
51.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
51.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
50.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
50.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
49.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
49.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
49.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
48.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
48.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
48.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
48.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
48.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
47.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
47.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
47.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
47.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
46.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
46.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
45.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
45.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
44.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
44.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
44.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
44.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
43.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
43.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
43.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
42.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
42.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
42.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
42.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
41.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
41.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
41.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
41.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
40.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
40.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
40.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
40.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
39.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
39.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
39.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
38.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
38.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
37.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
37.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
37.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
36.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
34.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
34.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
34.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
33.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
33.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
33.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
29.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
29.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
28.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
28.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
28.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
27.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
27.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
26.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
25.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
25.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
25.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
24.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
24.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
23.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
22.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
20.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
20.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
18.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
18.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
17.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
15.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
14.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
13.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
13.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
10.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
10.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
8.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
2.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078800003
Tumor
1.0
CPT0078660003
Tumor
0.9
CPT0012280003
Tumor
0.7
CPT0001180009
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0086950003
Tumor
0.6
CPT0088970003
Tumor
0.6
CPT0063630003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0025050003
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0065450001
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0065870003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0025350003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0079180003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0092310003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0089480003
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0088760003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0077500001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0026410003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0000780007
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0014130001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0014160003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0013790003
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0076350001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0020120003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0078510003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0086970003
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0006630003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0081990003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0078930003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0009080003
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0011240003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0007870001
Normal
-0.4
CPT0064400001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0079510001
Normal
-0.4
CPT0064370003
Tumor
-0.4
CPT0009020003
Normal
-0.5
CPT0012900004
Tumor
-0.6
CPT0092290003
Tumor
-0.7
Show allShow less
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.