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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERGIC3 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
136.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
567.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
326.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
256.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
202.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
185.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
184.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
182.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
177.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
172.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
172.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
170.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
163.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
159.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
154.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
147.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
147.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
145.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
144.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
141.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
140.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
139.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
137.8
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
136.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
136.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
134.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
133.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
133.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
132.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
131.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
129.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
128.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
127.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
125.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
124.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
120.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
115.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
115.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
114.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
114.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
114.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
113.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
113.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
111.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
111.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
111.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
109.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
107.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
106.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
106.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
105.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
99.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
98.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
97.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
94.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
93.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
84.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
82.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
78.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
72.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
72.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
72.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
70.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
66.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 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.
ERGIC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
201.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
648.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
581.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
473.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
469.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
436.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
408.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
389.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
376.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
361.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
360.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
357.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
352.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
349.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
332.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
329.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
328.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
321.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
317.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
311.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
309.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
308.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
305.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
304.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
304.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
299.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
298.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
297.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
296.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
296.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
295.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
293.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
293.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
293.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
290.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
286.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
285.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
282.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
281.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
280.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
279.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
279.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
273.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
272.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
272.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
272.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
271.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
270.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
269.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
267.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
267.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
267.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
264.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
264.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
263.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
259.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
258.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
257.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
256.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
255.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
254.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
254.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
254.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
253.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
253.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
253.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
251.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
249.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
249.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
248.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
247.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
247.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
246.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
246.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
243.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
243.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
242.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
242.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
241.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
240.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
240.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
240.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
239.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
239.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
239.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
238.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
238.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
238.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
237.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
236.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
236.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
235.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
235.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
235.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
234.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
234.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
234.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
234.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
233.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
233.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
232.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
232.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
232.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
232.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
232.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
231.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
231.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
231.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
231.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
231.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
231.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
230.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
230.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
229.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
228.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
227.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
227.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
227.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
227.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
227.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
227.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
226.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
226.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
225.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
225.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
225.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
224.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
223.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
223.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
223.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
223.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
223.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
222.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
222.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
221.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
221.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
221.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
221.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
221.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
220.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
218.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
218.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
218.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
218.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
218.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
218.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
217.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
217.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
217.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
216.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
216.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
216.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
216.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
215.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
215.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
215.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
215.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
215.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
214.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
214.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
214.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
213.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
213.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
213.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
213.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
212.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
212.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
212.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
212.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
212.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
212.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
211.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
211.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
211.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
210.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
210.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
210.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
210.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
209.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
209.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
209.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
209.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
208.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
208.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
208.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
207.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
207.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
207.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
207.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
207.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
206.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
206.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
206.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
206.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
206.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
206.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
205.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
205.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
204.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
204.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
204.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
204.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
204.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
203.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
203.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
203.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
203.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
203.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
202.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
202.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
202.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
202.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
202.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
202.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
201.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
201.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
201.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
201.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
201.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
200.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
200.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
199.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
199.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
199.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
199.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
199.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
199.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
199.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
198.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
198.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
198.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
198.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
198.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
198.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
197.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
197.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
197.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
197.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
196.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
196.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
196.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
196.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
196.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
196.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
196.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
196.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
196.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
195.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
195.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
195.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
195.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
194.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
194.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
194.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
194.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
193.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
193.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
193.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
193.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
193.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
193.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
193.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
193.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
193.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
193.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
192.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
192.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
192.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
192.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
192.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
192.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
192.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
192.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
191.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
191.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
191.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
191.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
191.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
191.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
191.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
191.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
191.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
191.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
190.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
190.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
190.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
190.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
190.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
189.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
189.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
189.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
189.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
188.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
188.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
188.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
188.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
188.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
188.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
188.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
187.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
187.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
187.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
187.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
187.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
186.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
186.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
186.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
186.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
185.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
185.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
185.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
185.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
185.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
185.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
184.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
184.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
184.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
184.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
184.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
184.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
184.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
184.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
183.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
183.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
183.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
183.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
183.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
182.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
182.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
181.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
181.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
181.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
181.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
181.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
180.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
180.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
180.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
180.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
180.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
180.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
180.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
180.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
180.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
179.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
179.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
178.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
178.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
178.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
178.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
178.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
177.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
177.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
177.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
176.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
176.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
176.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
176.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
175.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
175.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
175.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
175.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
175.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
175.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
175.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
175.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
175.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
175.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
174.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
174.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
173.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
173.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
172.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
172.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
172.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
172.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
171.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
171.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
171.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
171.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
170.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
170.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
170.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
170.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
170.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
169.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
169.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
169.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
169.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
168.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
168.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
168.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
167.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
166.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
166.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
166.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
166.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
165.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
165.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
165.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
165.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
165.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
164.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
164.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
164.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
164.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
163.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
162.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
162.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
162.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
162.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
162.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
161.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
161.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
161.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
161.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
161.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
161.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
161.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
160.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
160.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
160.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
160.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
160.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
160.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
158.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
158.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
158.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
158.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
157.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
157.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
156.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
156.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
155.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
155.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
154.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
154.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
153.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
153.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
153.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
153.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
153.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
152.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
152.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
152.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
151.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
151.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
151.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
150.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
148.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
148.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
147.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
147.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
147.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
146.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
146.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
146.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
146.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
145.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
145.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
145.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
145.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
145.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
145.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
144.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
144.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
144.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
143.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
143.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
143.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
142.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
142.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
142.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
141.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
140.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
140.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
140.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
139.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
139.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
139.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
139.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
139.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
138.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
138.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
136.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
136.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
135.9
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
135.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
135.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
133.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
133.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
132.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
132.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
129.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
129.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
128.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
128.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
127.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
127.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
125.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
124.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
124.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
123.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
123.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
123.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
121.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
119.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
119.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
118.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
118.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
117.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
116.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
115.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
112.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
109.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
106.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
103.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
102.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
101.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
73.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
52.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ERGIC3 is potential prognostic, high expression is unfavorable 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
170.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
381.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
362.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
358.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
356.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
351.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
273.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
259.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
255.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
251.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
251.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
226.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
223.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
213.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
210.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
206.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
202.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
199.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
197.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
196.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
195.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
195.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
194.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
193.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
191.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
187.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
187.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
186.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
186.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
185.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
184.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
182.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
180.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
176.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
175.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
174.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
173.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
170.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
168.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
165.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
165.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
165.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
164.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
164.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
162.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
160.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
159.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
158.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
157.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
157.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
157.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
156.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
154.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
152.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
152.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
151.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
150.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
150.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
149.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
149.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
148.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
147.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
147.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
146.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
145.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
144.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
144.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
144.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
140.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
140.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
138.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
137.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
137.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
135.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
133.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
132.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
131.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
129.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
129.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
129.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
128.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
128.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
128.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
126.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
126.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
126.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
125.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
124.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
122.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
122.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
120.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
118.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
117.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
117.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
116.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
114.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
110.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
109.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
105.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
104.9
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.
ERGIC3 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
266.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
794.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
696.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
690.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
649.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
630.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
593.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
579.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
560.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
546.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
508.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
504.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
498.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
469.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
457.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
454.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
442.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
437.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
425.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
424.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
423.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
418.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
412.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
409.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
404.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
404.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
402.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
401.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
401.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
395.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
390.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
389.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
385.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
383.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
377.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
372.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
367.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
364.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
362.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
361.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
361.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
358.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
352.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
348.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
347.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
347.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
345.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
344.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
343.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
342.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
341.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
339.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
336.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
331.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
331.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
331.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
331.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
329.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
329.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
328.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
326.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
326.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
325.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
325.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
321.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
321.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
320.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
316.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
315.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
312.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
309.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
308.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
308.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
307.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
306.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
306.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
300.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
299.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
298.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
297.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
297.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
294.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
291.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
290.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
289.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
289.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
287.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
284.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
284.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
279.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
279.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
278.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
276.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
276.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
276.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
274.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
274.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
274.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
274.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
272.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
271.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
271.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
270.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
270.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
269.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
268.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
265.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
265.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
265.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
265.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
264.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
263.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
263.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
263.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
262.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
262.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
262.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
261.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
261.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
261.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
260.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
259.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
259.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
258.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
258.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
257.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
256.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
255.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
255.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
255.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
255.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
254.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
254.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
252.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
252.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
251.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
250.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
250.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
249.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
249.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
248.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
248.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
246.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
246.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
246.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
246.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
245.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
243.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
242.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
242.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
241.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
241.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
240.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
240.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
239.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
238.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
238.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
238.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
235.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
235.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
235.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
235.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
234.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
232.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
232.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
232.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
231.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
231.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
231.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
230.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
229.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
229.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
228.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
228.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
227.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
227.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
227.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
224.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
224.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
223.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
223.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
223.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
221.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
221.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
219.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
217.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
217.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
216.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
215.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
214.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
214.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
214.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
213.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
211.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
210.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
210.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
210.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
209.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
208.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
207.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
207.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
205.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
205.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
204.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
204.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
203.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
202.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
202.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
201.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
201.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
200.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
200.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
199.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
199.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
198.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
198.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
197.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
197.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
195.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
193.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
192.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
192.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
192.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
192.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
191.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
190.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
187.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
185.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
184.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
184.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
182.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
182.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
181.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
181.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
179.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
179.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
177.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
177.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
177.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
177.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
176.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
175.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
171.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
169.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
169.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
169.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
168.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
168.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
166.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
166.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
162.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
161.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
160.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
159.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
155.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
153.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
153.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
151.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
151.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
149.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
146.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
146.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
146.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
145.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
143.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
141.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
141.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
141.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
141.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
136.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
134.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
134.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
133.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
129.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
127.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
124.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
124.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
122.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
120.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
111.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
110.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
110.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
109.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
1.8
CPT0001340003
Tumor
1.3
CPT0011410003
Tumor
1.2
CPT0012550003
Tumor
1.2
CPT0001180009
Tumor
1.2
CPT0086950003
Tumor
1.1
CPT0088550004
Tumor
1.0
CPT0086820003
Tumor
1.0
CPT0075130003
Tumor
1.0
CPT0012280003
Tumor
0.9
CPT0088690003
Tumor
0.9
CPT0023350003
Tumor
0.8
CPT0002350011
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0002270011
Tumor
0.8
CPT0012670003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0081880003
Tumor
0.7
CPT0078800003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0007320003
Tumor
0.6
CPT0024670003
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0025050003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0014160003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0001190001
Normal
0.2
CPT0020120003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0088760003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0006730001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0010160003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0089040001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0013790003
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0001540009
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0088780001
Normal
-0.2
CPT0006440003
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0086370003
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0092740003
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0075170001
Normal
-0.2
CPT0063320003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0089480003
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0079510001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0063330001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0007870001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0065930003
Tumor
-0.3
CPT0000660001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0001550001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0077110003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0081990003
Tumor
-0.3
CPT0075570001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0079380003
Tumor
-0.4
CPT0086830003
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0000640003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0006630003
Tumor
-0.4
CPT0012570003
Normal
-0.4
CPT0066480003
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0007470001
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0001230001
Normal
-0.4
CPT0077320001
Normal
-0.4
CPT0014470001
Normal
-0.5
CPT0002370001
Normal
-0.5
CPT0017450001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0012770003
Normal
-0.5
CPT0019160001
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0020130001
Normal
-0.6
CPT0075720003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0000780007
Tumor
-0.6
CPT0012090003
Normal
-0.6
CPT0018250001
Normal
-0.7
CPT0086030003
Tumor
-0.7
CPT0012900004
Tumor
-0.8
CPT0009080003
Normal
-0.8
CPT0012920003
Normal
-0.9
CPT0011240003
Tumor
-0.9
CPT0024680001
Normal
-1.1
CPT0017410003
Tumor
-2.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
