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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.
RBP7 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
18.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
89.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
55.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
55.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
41.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
38.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
38.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
33.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
32.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
32.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
30.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
27.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
23.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
23.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
23.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
20.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
18.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
17.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
16.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
16.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
13.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
12.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
10.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
8.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
7.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
5.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
4.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
4.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
3.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
RBP7 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
76.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
803.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
443.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
409.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
394.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
382.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
353.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
344.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
313.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
277.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
274.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
259.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
256.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
254.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
247.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
244.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
243.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
240.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
239.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
234.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
226.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
219.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
219.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
214.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
207.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
205.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
203.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
200.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
200.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
199.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
199.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
198.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
197.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
190.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
189.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
189.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
188.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
188.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
187.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
187.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
186.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
184.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
183.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
181.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
181.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
173.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
173.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
172.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
170.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
169.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
168.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
168.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
166.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
165.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
165.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
164.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
163.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
162.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
161.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
160.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
159.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
158.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
154.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
153.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
150.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
150.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
149.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
149.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
148.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
148.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
147.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
147.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
146.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
145.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
145.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
143.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
143.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
143.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
142.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
142.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
141.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
140.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
140.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
139.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
139.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
138.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
138.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
138.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
137.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
136.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
136.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
135.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
135.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
134.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
134.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
133.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
132.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
131.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
131.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
130.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
129.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
126.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
126.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
125.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
125.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
125.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
121.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
120.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
117.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
117.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
116.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
115.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
115.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
114.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
114.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
113.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
113.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
113.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
113.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
112.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
112.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
111.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
109.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
108.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
107.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
107.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
105.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
105.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
103.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
102.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
100.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
99.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
99.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
99.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
98.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
97.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
97.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
96.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
96.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
95.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
95.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
95.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
94.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
94.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
94.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
94.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
94.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
93.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
93.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
92.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
92.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
91.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
91.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
91.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
91.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
90.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
89.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
89.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
88.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
88.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
88.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
88.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
88.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
88.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
88.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
88.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
87.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
87.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
86.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
86.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
86.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
85.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
85.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
85.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
84.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
84.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
83.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
83.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
83.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
81.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
81.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
81.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
81.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
81.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
81.3
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
81.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
80.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
80.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
80.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
79.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
79.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
78.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
78.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
78.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
77.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
77.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
77.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
77.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
76.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
76.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
76.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
76.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
76.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
75.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
75.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
75.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
74.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
74.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
74.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
74.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
73.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
73.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
72.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
71.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
71.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
70.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
69.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
68.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
68.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
68.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
67.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
67.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
66.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
66.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
65.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
65.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
65.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
64.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
64.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
64.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
64.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
63.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
63.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
63.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
63.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
62.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
61.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
61.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
61.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
60.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
60.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
60.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
60.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
59.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
59.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
59.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
59.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
59.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
59.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
58.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
58.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
57.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
56.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
56.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
56.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
55.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
55.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
55.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
55.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
54.4
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
54.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
54.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
54.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
54.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
53.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
53.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
53.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
52.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
52.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
51.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
51.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
51.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
51.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
51.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
50.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
50.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
50.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
49.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
49.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
47.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
46.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
46.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
46.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
45.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
45.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
45.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
44.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
44.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
44.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
44.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
44.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
43.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
43.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
42.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
42.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
41.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
41.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
41.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
41.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
40.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
39.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
39.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
39.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
39.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
38.9
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
38.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
38.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
38.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
38.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
38.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
38.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
38.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
37.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
37.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
37.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
37.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
36.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
36.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
36.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
35.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
35.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
34.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
34.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
33.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
33.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
33.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
32.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
31.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
31.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
31.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
30.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
29.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
29.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
28.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
28.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
28.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
28.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
27.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
25.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
25.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
25.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
24.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
24.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
24.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
23.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
22.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
22.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
22.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
21.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
21.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
20.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
20.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
19.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
19.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
19.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
18.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
18.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
16.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
15.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
14.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
14.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
14.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
14.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
13.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
10.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
9.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
8.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
7.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
5.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
4.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
3.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
3.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
1.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
1.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 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.
RBP7 is validated prognostic, high expression is favorable 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
52.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
238.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
199.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
194.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
172.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
156.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
150.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
143.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
122.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
122.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
110.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
108.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
107.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
107.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
102.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
100.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
95.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
94.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
93.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
91.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
91.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
85.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
84.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
79.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
78.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
75.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
74.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
72.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
69.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
68.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
67.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
62.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
59.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
54.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
51.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
51.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
47.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
47.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
44.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
40.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
40.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
39.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
39.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
37.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
36.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.4
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
34.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
34.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
33.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
29.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
29.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
27.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
27.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
22.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
19.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
18.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
18.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
17.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
11.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
11.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
10.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
10.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
4.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
4.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
3.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
3.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 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.
RBP7 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
9.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
144.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
98.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
82.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
61.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
61.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
48.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
37.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
35.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
33.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
30.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
26.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
24.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
22.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
21.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
18.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
18.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
17.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
16.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
15.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
14.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
13.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
13.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
13.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
13.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
12.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
11.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
11.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
11.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
10.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
10.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
9.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
9.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
8.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
8.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
8.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
8.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
8.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
8.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
8.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
8.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
8.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
7.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
7.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
7.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
7.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
7.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
7.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
6.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
6.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
6.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
6.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
6.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
6.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
5.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
5.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
5.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
5.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
5.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
5.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
5.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
5.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
4.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
4.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
4.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
4.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
4.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
4.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
4.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
4.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
4.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
4.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
3.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
3.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
3.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
3.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
3.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
3.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
3.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
3.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
3.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
2.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
2.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
2.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
1.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
1.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
1.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
0.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0077490003
Tumor
2.0
CPT0012640003
Normal
1.9
CPT0000780007
Tumor
1.9
CPT0071150004
Tumor
1.7
CPT0079480003
Tumor
1.5
CPT0012370003
Tumor
1.5
CPT0078830003
Tumor
1.4
CPT0000870016
Tumor
1.3
CPT0017410003
Tumor
1.3
CPT0079300001
Normal
1.3
CPT0009000003
Tumor
1.1
CPT0012900004
Tumor
1.0
CPT0065930003
Tumor
1.0
CPT0014370004
Tumor
0.9
CPT0006900003
Tumor
0.9
CPT0001230001
Normal
0.8
CPT0063320003
Tumor
0.8
CPT0069190001
Normal
0.8
CPT0025920001
Normal
0.8
CPT0089020003
Tumor
0.8
CPT0025350003
Tumor
0.8
CPT0007860003
Tumor
0.7
CPT0079230003
Tumor
0.7
CPT0079510001
Normal
0.7
CPT0000640003
Tumor
0.7
CPT0015810003
Tumor
0.7
CPT0006440003
Tumor
0.7
CPT0089460004
Tumor
0.7
CPT0002370001
Normal
0.7
CPT0065690003
Tumor
0.6
CPT0001540009
Tumor
0.6
CPT0019990003
Tumor
0.6
CPT0019130003
Tumor
0.6
CPT0092790003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0001510001
Normal
0.6
CPT0088900003
Tumor
0.6
CPT0066470004
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0012920003
Normal
0.5
CPT0002350011
Tumor
0.5
CPT0001550001
Normal
0.5
CPT0065870003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0025110003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0092290003
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0007870001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0019160001
Normal
0.3
CPT0024680001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0063330001
Normal
0.3
CPT0009020003
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0079000001
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0088640003
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0009080003
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0079430001
Normal
0.0
CPT0026410003
Tumor
0.0
CPT0021240003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0078510003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0014470001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0025170003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0077500001
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0078530001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0075720003
Tumor
-0.3
CPT0012290003
Normal
-0.3
CPT0014450004
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0092800003
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0089480003
Normal
-0.5
CPT0010110003
Tumor
-0.5
CPT0025230003
Tumor
-0.5
CPT0023710001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0069160003
Tumor
-0.5
CPT0078840001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0086360003
Tumor
-0.6
CPT0006530001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0077310003
Tumor
-0.6
CPT0075570001
Normal
-0.6
CPT0006950001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0078660003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0006730001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0088690003
Tumor
-0.7
CPT0001270001
Normal
-0.7
CPT0065750003
Tumor
-0.7
CPT0001350001
Normal
-0.7
CPT0092190003
Normal
-0.7
CPT0084590001
Normal
-0.7
CPT0012770003
Normal
-0.7
CPT0088570001
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0066480003
Tumor
-0.8
CPT0025060001
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0085670003
Tumor
-0.8
CPT0012670003
Tumor
-0.8
CPT0086820003
Tumor
-0.9
CPT0001340003
Tumor
-0.9
CPT0092740003
Normal
-0.9
CPT0077110003
Tumor
-0.9
CPT0063630003
Tumor
-0.9
CPT0065820001
Normal
-1.0
CPT0023360001
Normal
-1.0
CPT0076330003
Tumor
-1.0
CPT0017850003
Tumor
-1.0
CPT0087050003
Normal
-1.0
CPT0013790003
Normal
-1.0
CPT0088710001
Normal
-1.0
CPT0081880003
Tumor
-1.0
CPT0088550004
Tumor
-1.1
CPT0076350001
Normal
-1.1
CPT0014130001
Normal
-1.1
CPT0002270011
Tumor
-1.1
CPT0077320001
Normal
-1.1
CPT0065450001
Normal
-1.1
CPT0020120003
Tumor
-1.1
CPT0012280003
Tumor
-1.2
CPT0088970003
Tumor
-1.2
CPT0088780001
Normal
-1.2
CPT0015730003
Tumor
-1.3
CPT0007320003
Tumor
-1.3
CPT0092160003
Tumor
-1.4
CPT0011410003
Tumor
-1.4
CPT0069000003
Tumor
-1.5
CPT0078800003
Tumor
-1.6
CPT0025050003
Tumor
-1.7
CPT0084560003
Tumor
-1.8
CPT0023350003
Tumor
-1.9
CPT0012180003
Tumor
-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
