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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TPP1 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
81.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
245.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
189.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
176.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
158.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
155.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
155.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
139.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
136.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
128.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
123.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
119.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
119.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
115.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
112.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
112.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
111.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
108.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
102.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
100.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
98.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
98.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
96.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
93.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
90.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
89.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
87.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
87.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
84.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
83.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
78.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
78.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
76.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
76.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
74.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
74.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
72.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
70.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
69.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
68.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
65.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
64.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
58.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
58.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
57.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
55.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
52.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
48.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
48.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
47.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
46.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
44.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
37.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
34.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
33.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
20.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
15.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
7.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TPP1 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
110.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
469.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
446.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
411.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
337.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
293.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
274.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
273.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
267.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
264.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
263.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
260.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
255.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
247.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
245.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
244.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
242.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
230.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
228.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
226.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
221.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
212.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
212.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
211.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
209.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
207.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
205.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
205.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
203.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
202.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
201.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
200.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
199.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
196.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
196.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
196.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
195.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
194.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
194.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
192.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
190.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
189.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
188.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
187.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
186.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
186.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
185.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
184.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
184.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
183.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
182.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
181.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
180.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
178.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
178.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
178.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
178.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
177.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
176.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
175.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
174.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
173.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
173.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
170.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
169.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
168.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
168.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
168.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
167.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
167.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
167.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
166.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
166.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
165.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
165.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
165.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
164.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
163.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
163.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
163.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
162.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
162.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
162.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
161.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
161.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
158.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
157.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
157.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
156.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
155.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
155.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
155.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
155.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
155.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
154.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
154.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
152.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
152.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
151.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
151.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
150.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
149.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
148.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
148.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
148.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
147.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
147.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
147.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
146.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
146.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
145.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
145.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
145.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
145.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
144.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
144.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
143.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
143.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
143.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
142.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
142.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
141.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
141.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
141.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
140.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
140.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
140.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
140.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
139.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
138.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
138.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
138.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
137.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
137.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
137.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
136.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
135.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
135.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
135.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
135.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
135.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
135.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
135.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
134.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
134.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
134.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
134.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
133.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
133.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
133.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
133.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
133.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
133.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
133.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
133.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
133.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
133.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
133.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
133.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
132.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
132.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
132.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
132.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
132.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
131.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
131.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
130.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
130.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
130.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
130.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
130.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
130.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
129.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
129.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
129.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
129.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
129.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
128.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
128.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
128.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
128.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
127.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
127.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
127.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
127.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
127.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
127.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
126.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
126.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
126.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
126.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
126.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
125.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
125.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
124.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
123.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
123.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
123.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
123.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
123.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
123.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
122.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
122.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
122.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
122.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
122.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
122.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
122.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
121.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
121.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
121.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
121.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
121.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
121.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
120.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
120.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
120.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
120.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
119.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
119.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
119.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
119.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
119.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
118.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
118.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
118.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
118.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
118.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
118.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
117.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
117.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
117.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
117.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
116.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
116.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
116.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
116.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
116.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
116.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
115.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
115.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
115.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
115.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
114.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
114.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
114.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
114.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
113.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
113.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
113.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
112.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
112.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
112.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
112.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
112.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
111.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
111.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
111.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
111.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
111.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
110.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
110.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
110.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
110.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
110.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
109.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
109.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
108.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
108.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
108.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
108.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
107.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
107.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
107.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
106.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
106.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
106.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
106.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
106.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
106.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
106.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
105.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
104.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
104.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
104.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
103.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
103.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
103.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
102.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
102.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
102.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
102.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
102.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
101.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
101.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
101.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
101.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
101.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
101.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
100.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
100.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
100.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
100.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
99.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
99.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
98.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
98.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
98.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
98.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
98.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
98.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
98.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
97.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
97.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
96.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
96.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
96.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
95.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
95.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
95.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
95.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
95.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
95.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
94.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
94.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
94.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
94.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
94.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
92.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
92.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
92.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
92.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
92.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
92.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
91.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
91.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
91.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
90.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
90.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
90.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
89.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
89.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
89.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
89.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
89.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
88.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
88.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
88.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
88.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
88.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
87.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
86.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
86.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
86.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
85.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
85.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
85.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
85.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
85.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
84.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
83.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
82.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
82.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
82.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
82.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
81.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
80.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
80.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
79.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
79.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
79.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
79.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
78.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
78.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
77.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
77.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
76.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
75.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
75.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
74.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
74.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
74.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
74.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
73.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
73.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
73.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
73.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
72.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
72.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
71.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
69.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
69.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
69.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
69.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
68.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
68.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
68.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
67.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
67.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
67.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
67.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
66.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
66.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
66.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
64.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
64.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
64.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
63.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
63.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
62.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
62.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
61.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
60.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
60.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
60.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
59.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
59.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
57.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
57.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
57.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
56.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
56.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
55.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
55.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
53.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
52.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
51.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
50.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
50.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
49.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
49.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
48.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
48.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
48.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
48.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
48.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
47.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
45.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
45.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
45.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
44.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
44.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
42.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
41.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
41.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
40.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
40.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
39.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
37.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
35.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
34.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
33.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
33.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
33.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
33.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
32.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
32.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
30.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
29.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
28.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
27.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
27.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
27.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
26.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
25.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
24.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
24.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
24.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
23.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
21.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
20.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
20.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
20.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
19.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
18.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
18.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
17.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
14.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
14.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
12.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 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.
TPP1 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
130.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
398.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
359.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
228.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
226.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
218.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
207.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
202.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
199.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
196.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
193.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
189.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
176.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
170.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
170.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
167.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
166.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
164.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
161.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
159.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
158.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
156.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
155.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
153.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
152.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
151.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
149.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
147.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
144.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
142.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
141.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
141.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
140.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
139.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
138.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
136.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
135.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
135.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
133.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
133.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
132.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
130.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
129.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
129.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
128.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
125.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
123.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
122.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
121.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
121.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
120.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
119.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
118.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
118.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
118.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
118.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
116.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
116.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
114.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
113.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
112.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
112.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
111.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
110.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
110.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
109.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
109.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
109.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
107.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
106.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
105.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
105.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
104.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
103.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
102.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
102.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
101.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
99.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
99.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
98.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
97.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
96.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
96.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
95.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
95.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
94.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
92.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
88.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
87.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
86.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
85.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
85.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
84.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
80.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
58.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
54.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
38.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
TPP1 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
91.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
586.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
440.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
411.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
378.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
301.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
282.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
274.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
246.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
244.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
244.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
226.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
224.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
223.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
218.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
217.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
211.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
209.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
205.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
202.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
195.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
189.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
186.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
181.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
177.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
175.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
172.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
171.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
171.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
165.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
165.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
164.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
162.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
162.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
161.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
161.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
161.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
160.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
159.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
151.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
151.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
147.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
147.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
147.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
146.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
145.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
144.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
142.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
141.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
140.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
138.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
136.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
136.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
136.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
136.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
136.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
135.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
134.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
134.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
130.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
130.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
129.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
129.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
129.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
129.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
129.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
128.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
128.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
127.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
125.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
125.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
124.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
123.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
121.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
119.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
119.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
119.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
119.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
118.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
117.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
116.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
115.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
115.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
114.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
114.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
113.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
113.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
113.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
113.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
113.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
112.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
112.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
112.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
111.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
110.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
110.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
109.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
109.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
108.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
107.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
106.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
106.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
105.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
105.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
105.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
104.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
104.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
103.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
101.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
100.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
99.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
98.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
97.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
97.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
97.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
96.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
96.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
96.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
95.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
95.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
94.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
93.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
92.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
92.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
91.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
90.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
90.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
88.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
87.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
87.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
86.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
85.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
85.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
84.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
84.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
82.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
82.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
81.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
81.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
81.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
81.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
80.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
79.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
77.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
76.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
75.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
72.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
72.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
71.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
69.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
69.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
69.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
69.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
66.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
66.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
64.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
64.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
63.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
63.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
62.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
62.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
60.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
60.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
60.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
60.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
59.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
58.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
58.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
57.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
57.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
57.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
55.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
54.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
53.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
53.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
51.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
50.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
50.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
50.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
49.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
48.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
48.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
48.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
47.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
47.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
45.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
45.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
44.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
44.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
43.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
42.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
42.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
41.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
40.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
40.5
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
39.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
38.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
36.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
36.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
35.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
35.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
34.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
32.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
31.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
31.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
31.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
29.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
29.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
28.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
28.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
27.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
27.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
26.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
25.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
25.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
23.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
19.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
19.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
19.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
16.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
15.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
15.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
12.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
11.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
11.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088970003
Tumor
0.9
CPT0001500009
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0012900004
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0088550004
Tumor
0.6
CPT0002270011
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0015730003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0026420001
Normal
0.4
CPT0077310003
Tumor
0.4
CPT0071150004
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0009060003
Tumor
0.3
CPT0014160003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0088920001
Normal
0.3
CPT0006630003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0064370003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0081620001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0001260009
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0012290003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0088780001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0088640003
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0000780007
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0092190003
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0069000003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0064400001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0066430001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0019160001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0086870003
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0025050003
Tumor
-0.2
CPT0014370004
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0025350003
Tumor
-0.3
CPT0002350011
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0092790003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0079510001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0088900003
Tumor
-0.4
CPT0006530001
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0012670003
Tumor
-0.4
CPT0012640003
Normal
-0.5
CPT0085670003
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
