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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.
TYMP 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
15.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
70.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
44.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
42.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
30.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
26.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
22.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
20.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
18.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
15.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
12.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
9.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
7.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
4.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
3.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 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.
TYMP is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
85.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
497.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
454.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
389.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
334.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
327.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
318.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
289.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
278.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
269.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
260.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
256.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
255.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
247.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
240.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
235.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
217.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
214.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
211.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
208.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
207.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
207.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
204.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
203.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
202.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
201.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
198.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
197.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
196.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
190.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
190.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
189.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
187.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
182.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
180.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
179.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
177.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
174.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
173.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
172.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
172.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
171.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
171.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
167.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
167.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
166.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
163.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
160.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
158.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
158.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
156.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
156.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
156.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
156.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
154.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
152.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
152.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
151.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
150.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
149.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
149.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
148.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
148.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
146.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
144.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
144.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
143.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
142.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
142.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
141.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
140.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
140.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
138.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
138.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
137.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
137.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
136.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
136.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
136.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
135.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
134.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
134.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
134.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
134.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
133.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
132.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
132.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
132.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
131.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
130.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
129.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
129.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
129.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
129.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
128.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
127.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
127.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
126.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
122.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
122.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
121.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
121.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
121.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
120.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
120.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
120.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
118.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
118.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
118.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
117.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
116.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
116.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
116.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
116.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
115.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
115.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
115.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
115.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
114.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
114.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
113.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
113.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
112.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
111.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
111.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
110.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
110.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
109.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
109.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
109.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
107.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
107.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
106.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
106.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
106.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
106.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
105.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
104.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
104.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
104.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
103.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
103.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
102.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
101.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
101.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
100.4
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
100.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
100.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
99.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
99.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
99.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
99.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
99.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
99.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
98.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
98.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
98.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
98.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
98.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
97.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
97.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
96.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
96.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
96.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
95.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
95.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
95.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
94.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
94.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
93.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
93.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
93.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
93.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
93.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
92.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
92.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
92.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
91.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
91.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
91.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
91.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
91.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
90.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
90.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
90.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
90.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
89.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
89.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
89.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
89.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
89.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
89.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
89.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
89.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
88.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
88.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
88.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
87.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
87.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
87.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
87.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
87.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
86.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
86.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
86.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
86.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
86.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
86.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
86.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
86.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
85.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
85.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
85.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
84.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
84.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
84.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
83.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
83.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
82.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
82.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
82.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
82.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
82.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
82.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
82.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
81.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
81.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
81.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
81.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
81.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
80.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
80.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
80.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
79.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
79.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
79.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
79.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
78.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
78.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
78.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
78.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
78.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
78.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
78.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
77.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
77.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
77.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
77.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
76.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
76.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
76.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
76.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
76.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
75.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
75.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
74.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
74.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
74.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
74.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
73.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
73.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
72.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
72.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
72.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
72.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
71.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
71.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
71.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
71.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
71.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
70.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
70.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
70.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
70.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
69.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
69.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
68.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
68.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
68.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
68.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
67.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
67.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
67.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
67.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
67.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
67.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
66.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
65.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
65.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
65.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
64.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
64.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
64.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
64.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
63.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
63.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
63.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
63.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
63.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
63.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
62.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
62.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
62.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
62.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
61.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
61.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
61.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
61.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
61.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
61.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
60.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
60.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
60.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
60.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
60.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
59.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
59.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
59.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
59.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
58.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
58.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
58.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
58.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
57.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
57.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
57.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
56.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
56.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
56.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
56.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
56.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
55.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
55.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
55.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
55.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
55.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
54.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
54.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
54.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
54.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
53.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
53.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
53.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
52.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
52.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
52.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
52.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
52.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
51.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
51.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
50.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
50.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
49.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
49.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
49.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
48.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
48.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
48.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
48.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
48.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
48.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
47.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
47.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
47.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
47.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
47.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
46.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
45.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
45.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
44.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
44.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
44.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
44.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
43.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
43.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
43.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
42.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
42.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
42.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
41.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
41.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
40.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
40.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
40.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
40.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
40.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
40.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
39.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
39.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
38.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
38.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
38.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
38.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
38.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
37.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
37.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
37.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
36.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
36.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
36.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
36.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
35.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
35.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
35.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
34.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
33.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
33.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
33.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
33.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
32.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
31.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
31.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
30.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
30.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
30.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
29.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
28.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
28.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
28.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
28.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
27.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
27.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
25.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
24.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
24.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
23.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
21.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
15.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
12.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
9.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
6.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
5.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TYMP 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
148.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
427.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
414.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
338.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
332.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
313.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
303.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
301.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
269.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
266.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
265.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
264.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
264.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
257.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
255.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
240.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
239.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
229.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
223.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
222.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
221.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
209.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
204.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
196.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
193.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
190.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
186.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
184.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
181.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
179.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
177.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
177.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
174.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
173.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
173.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
171.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
171.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
169.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
169.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
166.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
164.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
160.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
158.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
156.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
156.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
155.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
154.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
150.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
149.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
143.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
138.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
137.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
136.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
134.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
133.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
130.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
123.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
122.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
121.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
116.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
115.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
110.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
107.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
107.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
104.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
104.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
101.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
100.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
98.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
90.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
90.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
88.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
87.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
78.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
75.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
75.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
74.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
72.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
72.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
69.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
68.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
67.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
60.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
57.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
56.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
56.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
54.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
54.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
45.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
21.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
TYMP 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
76.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
360.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
288.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
284.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
276.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
271.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
248.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
235.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
226.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
203.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
201.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
195.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
193.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
186.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
186.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
183.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
178.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
178.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
173.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
172.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
167.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
164.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
164.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
153.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
150.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
149.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
148.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
146.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
143.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
143.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
139.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
138.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
138.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
137.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
136.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
134.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
133.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
129.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
129.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
129.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
126.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
125.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
125.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
122.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
122.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
121.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
120.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
118.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
117.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
116.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
116.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
116.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
114.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
114.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
114.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
114.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
113.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
110.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
110.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
107.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
105.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
105.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
105.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
104.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
104.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
104.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
104.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
103.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
102.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
101.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
99.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
99.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
99.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
98.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
98.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
97.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
97.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
97.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
96.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
96.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
96.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
93.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
93.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
92.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
91.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
91.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
91.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
90.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
89.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
89.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
89.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
88.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
88.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
86.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
86.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
85.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
85.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
85.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
84.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
83.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
82.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
82.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
82.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
81.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
81.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
80.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
80.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
80.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
80.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
79.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
78.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
78.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
78.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
78.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
77.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
77.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
76.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
76.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
75.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
75.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
74.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
74.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
74.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
73.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
72.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
72.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
72.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
71.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
71.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
71.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
70.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
68.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
67.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
67.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
67.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
67.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
66.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
65.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
64.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
63.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
62.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
62.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
61.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
61.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
61.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
60.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
60.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
60.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
60.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
59.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
59.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
59.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
59.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
58.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
58.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
57.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
56.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
56.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
55.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
55.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
55.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
55.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
54.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
53.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
51.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
51.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
50.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
49.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
49.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
49.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
49.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
48.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
47.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
47.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
47.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
47.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
46.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
46.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
46.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
45.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
45.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
44.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
43.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
42.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
42.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
42.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
42.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
42.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
41.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
41.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
41.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
39.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
38.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
37.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
37.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
37.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
37.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
37.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
37.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
37.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
37.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
36.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
35.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
35.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
35.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
35.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
34.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
33.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
32.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
32.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
32.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
32.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
30.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
28.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
27.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
26.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
26.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
26.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
21.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
21.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
20.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
17.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
17.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
16.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
14.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
13.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
10.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
10.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
10.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.4
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
6.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
6.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017410003
Tumor
1.5
CPT0001540009
Tumor
1.4
CPT0010110003
Tumor
1.3
CPT0078990003
Tumor
1.3
CPT0012180003
Tumor
1.3
CPT0065810003
Tumor
1.2
CPT0088550004
Tumor
1.2
CPT0012550003
Tumor
1.1
CPT0001180009
Tumor
1.1
CPT0084560003
Tumor
1.1
CPT0023350003
Tumor
1.0
CPT0015730003
Tumor
1.0
CPT0025050003
Tumor
1.0
CPT0024670003
Tumor
0.9
CPT0014160003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0026410003
Tumor
0.9
CPT0077110003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0079380003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0025290003
Tumor
0.8
CPT0007320003
Tumor
0.7
CPT0023690003
Tumor
0.7
CPT0092160003
Tumor
0.7
CPT0006900003
Tumor
0.7
CPT0014370004
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0006440003
Tumor
0.7
CPT0012670003
Tumor
0.7
CPT0086870003
Tumor
0.7
CPT0071150004
Tumor
0.7
CPT0079480003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0086820003
Tumor
0.6
CPT0081880003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0014450004
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0065430003
Tumor
0.6
CPT0064370003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0009000003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0065870003
Tumor
0.3
CPT0065750003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0079230003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0063630003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0088630003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0017850003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0088690003
Tumor
-0.1
CPT0088760003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0089020003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0088900003
Tumor
-0.3
CPT0078930003
Tumor
-0.3
CPT0086950003
Tumor
-0.4
CPT0075570001
Normal
-0.5
CPT0075170001
Normal
-0.5
CPT0002270011
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0011410003
Tumor
-0.6
CPT0012290003
Normal
-0.6
CPT0088570001
Normal
-0.6
CPT0001190001
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0024680001
Normal
-0.7
CPT0017450001
Normal
-0.7
CPT0010120001
Normal
-0.8
CPT0087050003
Normal
-0.8
CPT0082010001
Normal
-0.8
CPT0069190001
Normal
-0.8
CPT0014350001
Normal
-0.8
CPT0076350001
Normal
-0.8
CPT0000890001
Normal
-0.8
CPT0078660003
Tumor
-0.8
CPT0013790003
Normal
-0.8
CPT0012090003
Normal
-0.9
CPT0018250001
Normal
-0.9
CPT0012920003
Normal
-0.9
CPT0088970003
Tumor
-0.9
CPT0086830003
Normal
-0.9
CPT0006530001
Normal
-0.9
CPT0063330001
Normal
-0.9
CPT0023360001
Normal
-0.9
CPT0014130001
Normal
-0.9
CPT0007470001
Normal
-1.0
CPT0069010001
Normal
-1.0
CPT0001270001
Normal
-1.0
CPT0025060001
Normal
-1.0
CPT0081620001
Normal
-1.0
CPT0092310003
Normal
-1.0
CPT0009020003
Normal
-1.0
CPT0065820001
Normal
-1.1
CPT0088920001
Normal
-1.1
CPT0012640003
Normal
-1.1
CPT0079430001
Normal
-1.1
CPT0078670001
Normal
-1.1
CPT0086890003
Normal
-1.1
CPT0063640001
Normal
-1.1
CPT0079300001
Normal
-1.1
CPT0001550001
Normal
-1.1
CPT0088710001
Normal
-1.2
CPT0019160001
Normal
-1.2
CPT0079000001
Normal
-1.2
CPT0025610001
Normal
-1.2
CPT0010170001
Normal
-1.2
CPT0020020001
Normal
-1.2
CPT0065450001
Normal
-1.2
CPT0089040001
Normal
-1.2
CPT0001350001
Normal
-1.2
CPT0001230001
Normal
-1.3
CPT0009080003
Normal
-1.3
CPT0064400001
Normal
-1.3
CPT0077500001
Normal
-1.3
CPT0086970003
Normal
-1.3
CPT0026420001
Normal
-1.3
CPT0078530001
Normal
-1.3
CPT0006950001
Normal
-1.3
CPT0012570003
Normal
-1.3
CPT0092740003
Normal
-1.4
CPT0025920001
Normal
-1.4
CPT0002370001
Normal
-1.4
CPT0001510001
Normal
-1.4
CPT0006730001
Normal
-1.4
CPT0023710001
Normal
-1.4
CPT0077140001
Normal
-1.4
CPT0012770003
Normal
-1.4
CPT0020130001
Normal
-1.4
CPT0078840001
Normal
-1.4
CPT0066430001
Normal
-1.5
CPT0000790001
Normal
-1.5
CPT0088780001
Normal
-1.5
CPT0079180003
Tumor
-1.5
CPT0092800003
Normal
-1.5
CPT0079510001
Normal
-1.6
CPT0088500001
Normal
-1.6
CPT0086370003
Normal
-1.6
CPT0007870001
Normal
-1.6
CPT0000660001
Normal
-1.7
CPT0088640003
Normal
-1.8
CPT0089480003
Normal
-1.9
CPT0078940001
Normal
-1.9
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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
