We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MVP 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
89.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
178.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
165.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
161.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
157.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
147.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
140.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
131.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
129.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
127.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
123.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
120.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
115.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
113.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
110.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
110.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
110.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
109.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
107.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
106.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
102.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
102.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
102.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
102.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
101.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
99.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
96.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
95.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
94.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
94.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
94.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
92.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
89.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
87.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
81.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
78.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
77.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
76.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
73.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
72.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
70.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
70.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
69.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
69.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
68.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
68.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
67.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
65.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
64.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
62.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
61.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
59.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
58.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
56.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
55.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
54.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
54.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
50.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
48.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
45.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
45.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
44.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
28.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 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.
MVP is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
150.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
470.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
401.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
371.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
347.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
345.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
335.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
326.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
319.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
319.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
310.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
308.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
307.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
301.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
288.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
285.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
282.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
282.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
281.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
280.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
280.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
279.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
270.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
268.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
260.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
257.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
256.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
251.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
247.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
247.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
245.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
245.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
245.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
243.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
241.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
240.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
238.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
237.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
237.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
236.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
235.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
235.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
235.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
234.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
234.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
233.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
232.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
228.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
227.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
226.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
226.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
224.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
223.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
223.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
221.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
221.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
220.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
218.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
217.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
217.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
217.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
215.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
214.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
214.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
212.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
212.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
211.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
211.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
210.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
210.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
210.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
209.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
208.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
208.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
208.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
207.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
207.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
205.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
205.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
205.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
204.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
204.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
204.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
204.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
204.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
203.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
203.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
202.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
202.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
202.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
202.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
202.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
202.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
202.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
201.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
201.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
201.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
201.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
200.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
200.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
200.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
200.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
198.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
197.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
197.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
197.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
195.6
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
195.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
195.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
195.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
195.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
195.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
195.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
195.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
193.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
193.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
193.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
193.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
193.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
193.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
191.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
189.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
188.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
188.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
188.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
188.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
188.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
188.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
188.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
187.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
187.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
187.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
185.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
185.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
185.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
184.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
184.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
184.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
183.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
182.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
182.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
181.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
180.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
180.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
180.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
180.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
180.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
179.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
179.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
179.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
179.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
179.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
179.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
178.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
178.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
178.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
177.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
177.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
177.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
176.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
175.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
175.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
175.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
175.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
173.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
173.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
173.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
173.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
172.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
172.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
172.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
171.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
171.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
170.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
170.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
170.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
170.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
170.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
170.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
169.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
169.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
168.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
168.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
168.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
168.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
168.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
168.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
168.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
167.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
167.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
166.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
166.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
166.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
166.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
166.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
166.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
166.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
165.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
165.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
165.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
165.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
165.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
165.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
165.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
165.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
164.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
163.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
163.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
161.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
161.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
161.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
161.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
161.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
160.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
160.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
160.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
159.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
159.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
158.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
157.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
157.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
156.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
156.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
156.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
156.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
155.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
154.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
154.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
153.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
153.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
153.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
153.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
153.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
153.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
153.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
152.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
152.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
151.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
151.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
151.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
150.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
150.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
150.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
150.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
150.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
149.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
149.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
149.0
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
148.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
147.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
147.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
147.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
146.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
146.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
145.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
145.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
145.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
145.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
144.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
144.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
143.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
142.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
142.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
141.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
141.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
141.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
141.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
141.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
141.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
140.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
140.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
140.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
140.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
140.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
140.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
140.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
139.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
138.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
138.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
138.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
137.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
136.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
136.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
136.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
136.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
135.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
135.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
135.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
135.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
134.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
134.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
134.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
134.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
134.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
134.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
133.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
133.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
132.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
132.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
132.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
132.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
131.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
131.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
131.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
131.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
131.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
131.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
130.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
130.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
130.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
130.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
130.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
130.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
130.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
129.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
129.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
129.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
129.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
128.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
128.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
128.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
127.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
127.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
127.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
127.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
127.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
127.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
126.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
126.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
125.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
125.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
125.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
125.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
125.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
125.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
125.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
124.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
124.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
124.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
124.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
123.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
123.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
123.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
123.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
122.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
122.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
122.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
121.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
121.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
121.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
121.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
120.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
120.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
120.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
120.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
120.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
120.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
120.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
119.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
119.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
119.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
119.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
118.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
117.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
116.6
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
115.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
115.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
115.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
114.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
114.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
113.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
112.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
112.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
112.1
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
112.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
112.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
111.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
111.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
111.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
111.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
110.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
110.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
110.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
110.0
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
109.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
109.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
109.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
108.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
107.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
107.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
107.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
106.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
106.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
106.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
106.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
105.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
105.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
105.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
105.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
105.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
104.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
104.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
104.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
104.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
104.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
103.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
103.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
103.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
103.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
103.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
103.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
103.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
102.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
102.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
102.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
102.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
102.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
102.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
101.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
101.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
101.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
101.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
100.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
100.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
99.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
98.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
98.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
98.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
98.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
98.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
97.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
97.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
97.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
97.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
97.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
97.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
97.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
96.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
96.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
96.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
95.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
94.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
94.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
94.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
93.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
92.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
92.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
91.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
90.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
90.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
90.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
89.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
88.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
88.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
88.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
88.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
87.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
87.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
86.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
85.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
85.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
85.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
85.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
85.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
84.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
84.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
84.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
83.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
82.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
82.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
81.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
81.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
81.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
81.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
80.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
80.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
79.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
79.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
78.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
78.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
78.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
77.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
76.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
76.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
76.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
75.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
74.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
74.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
74.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
71.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
71.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
69.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
65.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
62.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
61.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
60.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
59.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
59.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
56.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
54.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
54.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
54.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
54.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
53.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
52.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
50.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
48.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
47.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
46.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
45.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
43.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
42.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
41.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
41.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
37.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
25.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
22.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 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.
MVP is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
154.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
360.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
330.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
250.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
247.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
246.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
241.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
240.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
229.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
224.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
223.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
212.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
209.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
209.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
208.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
206.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
204.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
202.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
202.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
199.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
198.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
193.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
193.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
193.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
187.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
184.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
183.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
183.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
180.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
177.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
176.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
176.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
176.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
174.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
173.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
171.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
170.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
170.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
170.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
169.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
168.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
168.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
167.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
164.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
159.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
157.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
155.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
155.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
147.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
146.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
146.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
146.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
146.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
144.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
142.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
141.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
141.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
140.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
138.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
135.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
135.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
134.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
133.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
129.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
129.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
128.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
127.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
127.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
127.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
127.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
127.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
126.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
126.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
126.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
126.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
125.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
124.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
122.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
118.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
116.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
113.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
113.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
109.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
108.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
107.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
107.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
103.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
97.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
96.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
95.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
94.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
94.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
93.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
86.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
71.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
67.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
67.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
67.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
66.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
66.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MVP 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
281.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
734.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
694.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
662.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
656.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
612.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
581.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
581.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
579.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
578.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
556.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
554.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
539.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
538.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
537.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
524.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
517.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
514.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
495.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
494.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
494.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
489.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
485.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
485.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
483.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
483.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
477.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
467.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
461.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
461.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
450.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
448.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
444.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
442.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
441.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
435.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
432.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
430.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
430.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
420.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
419.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
419.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
417.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
413.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
412.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
408.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
398.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
394.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
394.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
390.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
381.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
380.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
380.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
378.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
377.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
377.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
376.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
376.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
374.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
371.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
369.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
369.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
369.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
364.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
360.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
360.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
358.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
354.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
353.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
352.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
349.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
341.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
340.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
340.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
338.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
337.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
335.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
335.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
332.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
330.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
330.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
329.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
329.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
329.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
326.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
324.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
324.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
317.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
316.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
316.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
314.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
314.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
314.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
312.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
311.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
311.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
310.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
310.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
310.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
310.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
309.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
309.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
309.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
308.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
304.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
304.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
303.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
303.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
302.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
301.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
301.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
299.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
299.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
299.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
297.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
297.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
296.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
295.4
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
295.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
292.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
289.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
289.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
286.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
285.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
285.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
284.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
283.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
282.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
280.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
278.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
277.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
276.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
273.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
273.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
273.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
273.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
272.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
272.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
272.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
272.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
270.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
267.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
267.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
266.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
266.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
265.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
264.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
264.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
262.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
261.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
260.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
258.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
257.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
255.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
253.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
253.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
252.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
248.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
248.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
246.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
244.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
244.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
243.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
242.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
242.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
240.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
239.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
239.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
238.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
238.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
237.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
237.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
237.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
236.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
233.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
233.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
233.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
232.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
232.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
230.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
229.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
229.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
228.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
225.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
223.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
223.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
222.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
221.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
221.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
221.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
220.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
220.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
219.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
215.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
211.3
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
209.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
209.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
209.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
208.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
207.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
204.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
204.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
204.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
203.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
202.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
200.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
200.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
199.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
199.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
199.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
197.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
196.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
196.1
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
196.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
195.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
195.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
195.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
193.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
192.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
188.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
187.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
187.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
185.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
184.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
180.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
179.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
178.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
176.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
175.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
175.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
169.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
168.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
167.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
166.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
164.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
163.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
161.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
160.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
159.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
159.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
157.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
156.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
155.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
154.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
152.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
148.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
146.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
145.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
140.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
140.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
140.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
134.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
130.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
129.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
126.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
122.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
121.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
111.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
109.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
109.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
108.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
107.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
107.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
106.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
100.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
98.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
96.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
95.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
95.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
90.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
90.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
90.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
87.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
86.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
86.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
79.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
76.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
59.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
52.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
41.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
40.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079230003
Tumor
1.9
CPT0079270003
Tumor
1.5
CPT0086820003
Tumor
1.4
CPT0012900004
Tumor
1.3
CPT0014160003
Tumor
1.3
CPT0002350011
Tumor
1.3
CPT0025580004
Tumor
1.3
CPT0065810003
Tumor
1.1
CPT0081990003
Tumor
1.1
CPT0001500009
Tumor
1.0
CPT0089460004
Tumor
0.9
CPT0025880003
Tumor
0.9
CPT0071150004
Tumor
0.9
CPT0077310003
Tumor
0.9
CPT0015730003
Tumor
0.9
CPT0024670003
Tumor
0.9
CPT0015810003
Tumor
0.9
CPT0076330003
Tumor
0.9
CPT0078800003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0007320003
Tumor
0.8
CPT0065870003
Tumor
0.8
CPT0002270011
Tumor
0.7
CPT0086950003
Tumor
0.7
CPT0006630003
Tumor
0.7
CPT0000640003
Tumor
0.7
CPT0025110003
Tumor
0.7
CPT0006440003
Tumor
0.6
CPT0012670003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0088480003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0014370004
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0020120003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0086360003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0000870016
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0009000003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0001260009
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0077110003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0092790003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0092290003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0010160003
Tumor
0.0
CPT0078830003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0088900003
Tumor
-0.1
CPT0088920001
Normal
-0.1
CPT0017850003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0012090003
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0082010001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0084590001
Normal
-0.2
CPT0011410003
Tumor
-0.2
CPT0014350001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0000780007
Tumor
-0.2
CPT0001350001
Normal
-0.2
CPT0075720003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0089040001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0092190003
Normal
-0.3
CPT0010110003
Tumor
-0.3
CPT0066520001
Normal
-0.3
CPT0014470001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0019130003
Tumor
-0.3
CPT0014130001
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0092800003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0012920003
Normal
-0.4
CPT0089020003
Tumor
-0.4
CPT0065450001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0012180003
Tumor
-0.4
CPT0079430001
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0012080003
Tumor
-0.4
CPT0078530001
Normal
-0.4
CPT0075170001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0088630003
Tumor
-0.5
CPT0007470001
Normal
-0.5
CPT0063330001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0025230003
Tumor
-0.5
CPT0092310003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0012290003
Normal
-0.5
CPT0078670001
Normal
-0.5
CPT0088550004
Tumor
-0.6
CPT0010170001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0063640001
Normal
-0.6
CPT0081620001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0092740003
Normal
-0.6
CPT0010120001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0088780001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0078940001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0020020001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0086890003
Normal
-0.7
CPT0088500001
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0012770003
Normal
-0.8
CPT0009080003
Normal
-0.8
CPT0001230001
Normal
-0.8
CPT0023710001
Normal
-0.8
CPT0079510001
Normal
-0.8
CPT0001510001
Normal
-0.8
CPT0088640003
Normal
-0.9
CPT0002370001
Normal
-0.9
CPT0088970003
Tumor
-0.9
CPT0000790001
Normal
-0.9
CPT0012640003
Normal
-1.0
CPT0079300001
Normal
-1.0
CPT0025920001
Normal
-1.1
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
