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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.
QSOX1 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
130.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
464.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
318.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
298.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
287.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
284.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
271.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
269.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
264.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
255.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
224.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
221.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
214.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
210.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
201.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
193.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
183.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
162.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
158.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
155.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
152.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
149.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
144.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
131.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
127.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
118.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
118.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
114.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
113.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
111.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
111.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
106.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
105.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
104.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
104.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
103.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
96.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
94.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
92.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
91.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
88.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
83.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
82.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
82.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
78.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
71.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
68.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
67.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
67.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
65.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
60.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
60.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
56.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
52.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
52.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
46.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
44.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
34.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
34.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
29.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
26.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 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.
QSOX1 is validated prognostic, high expression is unfavorable 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
97.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
883.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
599.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
564.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
513.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
508.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
494.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
455.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
455.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
450.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
436.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
419.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
374.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
370.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
359.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
350.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
340.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
339.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
328.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
315.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
301.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
299.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
285.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
282.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
282.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
267.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
266.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
266.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
262.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
260.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
257.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
256.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
250.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
246.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
237.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
235.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
229.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
229.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
228.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
225.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
225.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
224.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
215.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
213.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
206.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
205.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
199.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
195.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
194.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
193.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
192.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
187.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
186.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
185.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
185.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
184.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
184.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
182.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
182.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
180.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
179.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
179.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
173.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
168.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
168.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
167.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
165.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
163.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
162.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
162.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
160.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
159.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
158.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
157.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
157.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
153.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
150.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
145.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
143.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
142.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
141.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
138.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
137.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
137.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
137.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
136.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
135.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
135.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
134.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
134.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
133.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
133.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
133.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
132.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
132.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
132.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
131.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
130.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
130.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
129.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
127.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
127.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
127.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
125.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
124.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
122.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
122.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
122.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
122.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
122.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
122.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
121.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
120.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
120.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
119.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
119.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
119.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
118.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
118.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
117.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
116.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
116.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
115.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
113.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
110.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
109.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
109.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
109.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
108.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
108.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
108.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
107.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
107.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
107.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
106.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
106.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
105.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
104.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
104.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
103.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
103.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
103.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
103.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
102.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
102.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
102.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
102.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
102.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
101.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
101.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
101.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
100.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
100.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
98.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
98.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
97.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
96.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
96.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
95.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
95.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
95.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
95.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
95.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
94.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
93.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
93.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
93.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
93.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
91.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
91.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
91.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
90.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
90.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
90.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
89.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
88.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
88.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
87.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
86.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
86.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
86.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
86.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
86.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
86.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
85.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
85.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
85.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
84.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
84.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
83.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
83.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
83.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
82.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
82.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
82.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
82.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
81.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
81.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
81.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
81.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
81.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
81.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
81.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
80.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
80.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
80.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
80.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
80.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
80.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
80.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
80.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
80.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
80.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
80.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
79.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
79.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
79.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
78.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
78.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
78.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
78.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
77.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
77.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
77.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
77.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
76.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
76.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
76.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
76.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
76.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
76.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
76.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
75.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
75.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
75.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
75.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
74.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
74.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
74.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
74.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
74.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
73.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
73.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
73.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
73.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
73.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
73.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
72.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
72.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
72.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
72.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
71.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
70.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
70.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
70.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
70.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
70.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
70.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
69.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
69.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
69.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
69.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
69.2
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
69.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
68.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
68.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
67.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
67.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
67.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
67.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
67.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
66.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
66.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
66.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
66.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
66.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
66.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
66.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
65.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
65.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
64.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
64.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
64.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
64.2
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
64.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
63.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
63.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
63.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
63.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
63.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
62.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
62.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
62.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
62.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
62.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
62.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
61.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
61.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
61.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
61.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
61.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
61.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
61.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
60.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
60.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
60.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
60.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
60.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
60.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
59.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
59.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
59.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
59.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
59.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
59.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
58.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
57.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
57.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
57.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
57.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
57.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
57.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
57.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
57.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
56.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
56.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
56.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
56.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
56.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
55.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
55.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
55.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
55.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
55.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
54.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
54.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
54.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
54.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
54.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
54.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
54.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
53.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
53.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
53.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
53.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
53.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
53.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
53.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
52.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
52.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
52.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
52.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
52.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
52.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
52.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
52.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
51.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
51.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
51.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
51.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
51.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
51.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
51.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
50.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
50.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
49.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
49.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
49.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
49.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
48.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
48.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
48.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
48.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
47.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
47.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
47.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
47.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
47.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
46.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
46.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
46.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
46.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
46.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
45.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
45.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
45.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
45.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
44.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
44.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
44.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
44.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
44.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
43.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
43.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
43.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
42.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
42.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
42.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
42.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
41.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
41.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
41.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.3
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
41.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
41.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
40.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
40.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
39.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
39.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
39.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
39.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
39.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
39.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
39.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
38.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
38.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
38.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
38.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
38.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
38.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
38.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
38.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
38.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
38.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
38.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
37.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
37.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
37.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
37.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
37.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
36.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
36.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
36.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
35.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
34.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
34.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
34.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
33.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
33.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
33.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
32.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
32.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
31.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
31.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
31.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
31.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
30.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
30.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
29.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
29.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
28.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
28.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
26.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
26.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
25.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
24.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
24.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
23.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
18.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
17.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.5
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.
QSOX1 is validated 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
93.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
543.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
438.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
392.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
379.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
320.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
294.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
251.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
240.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
213.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
181.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
172.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
166.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
156.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
152.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
149.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
143.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
143.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
141.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
130.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
126.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
124.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
119.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
115.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
107.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
105.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
97.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
96.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
95.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
95.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
95.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
88.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
87.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
84.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
84.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
83.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
80.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
76.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
76.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
73.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
73.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
70.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
68.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
68.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
67.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
66.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
66.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
65.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
62.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
59.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
59.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
59.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
56.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
55.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
53.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
50.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
49.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
49.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
46.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
46.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
45.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
44.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
43.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
43.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
42.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
40.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
39.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
38.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
38.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
38.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
38.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
38.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
37.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
35.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
34.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
34.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
33.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
33.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
32.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
32.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
29.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
29.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
27.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
27.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
25.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
21.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
QSOX1 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
94.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
852.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
660.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
621.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
529.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
452.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
408.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
320.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
300.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
282.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
270.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
263.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
252.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
239.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
235.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
215.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
212.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
201.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
198.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
196.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
188.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
179.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
178.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
174.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
173.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
164.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
160.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
160.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
157.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
156.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
149.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
149.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
149.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
148.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
139.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
139.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
138.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
137.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
137.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
136.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
135.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
133.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
131.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
131.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
130.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
130.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
130.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
129.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
128.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
127.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
126.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
125.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
124.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
123.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
122.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
122.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
121.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
120.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
119.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
119.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
118.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
118.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
117.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
117.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
116.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
114.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
114.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
114.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
114.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
109.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
109.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
108.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
107.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
105.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
104.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
103.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
103.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
103.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
102.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
102.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
101.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
99.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
99.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
99.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
98.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
98.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
98.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
98.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
97.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
97.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
96.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
96.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
96.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
95.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
95.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
95.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
95.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
94.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
92.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
91.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
91.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
90.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
90.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
90.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
89.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
88.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
88.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
88.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
88.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
88.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
87.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
87.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
86.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
85.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
85.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
84.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
84.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
83.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
83.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
83.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
82.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
82.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
82.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
82.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
81.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
81.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
80.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
80.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
78.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
78.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
77.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
77.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
77.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
77.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
76.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
75.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
75.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
74.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
74.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
73.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
73.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
73.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
72.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
71.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
71.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
70.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
70.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
70.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
70.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
69.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
68.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
68.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
68.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
68.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
67.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
67.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
67.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
66.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
66.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
66.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
66.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
66.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
65.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
65.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
65.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
65.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
63.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
63.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
63.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
62.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
62.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
62.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
62.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
62.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
61.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
61.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
60.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
60.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
60.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
60.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
60.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
59.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
59.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
58.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
57.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
57.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
56.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
56.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
56.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
56.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
56.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
55.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
55.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
54.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
54.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
54.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
53.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
53.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
52.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
52.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
52.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
52.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
51.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
51.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
50.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
50.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
49.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
49.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
48.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
48.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
48.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
48.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
47.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
47.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
47.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
47.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
47.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
46.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
45.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
45.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
44.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
43.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
42.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
40.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
40.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
39.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
38.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
38.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
37.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
37.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
37.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
36.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
35.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
35.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
34.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
34.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
33.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
32.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
31.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
30.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
29.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
29.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
28.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
27.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
27.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
26.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
24.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
24.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
22.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
20.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
19.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
17.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
13.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
11.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0076330003
Tumor
4.1
CPT0084560003
Tumor
3.4
CPT0063630003
Tumor
1.2
CPT0065690003
Tumor
1.2
CPT0069160003
Tumor
1.1
CPT0081880003
Tumor
0.8
CPT0063320003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0007860003
Tumor
0.7
CPT0001260009
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0075720003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0079180003
Tumor
0.5
CPT0088550004
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0086970003
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0089020003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0084590001
Normal
0.4
CPT0012550003
Tumor
0.4
CPT0075130003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0092730003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0079510001
Normal
0.3
CPT0075560003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0026420001
Normal
0.2
CPT0092160003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0079380003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0013790003
Normal
0.2
CPT0025060001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0007320003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0086950003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0021240003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012570003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0089460004
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0000640003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0066470004
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0063330001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0092290003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0088900003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0088760003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0015730003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0078660003
Tumor
-0.2
CPT0078840001
Normal
-0.3
CPT0012080003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0012670003
Tumor
-0.3
CPT0088570001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0010160003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0006730001
Normal
-0.3
CPT0015810003
Tumor
-0.3
CPT0017410003
Tumor
-0.4
CPT0065820001
Normal
-0.4
CPT0075570001
Normal
-0.4
CPT0078670001
Normal
-0.4
CPT0092800003
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0007870001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0071150004
Tumor
-0.4
CPT0077500001
Normal
-0.4
CPT0079480003
Tumor
-0.4
CPT0001510001
Normal
-0.4
CPT0079000001
Normal
-0.4
CPT0025610001
Normal
-0.4
CPT0024670003
Tumor
-0.4
CPT0086360003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0001350001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0025880003
Tumor
-0.5
CPT0066430001
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0019130003
Tumor
-0.5
CPT0064400001
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0026410003
Tumor
-0.5
CPT0017850003
Tumor
-0.5
CPT0065810003
Tumor
-0.6
CPT0082010001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0012770003
Normal
-0.6
CPT0065450001
Normal
-0.6
CPT0011410003
Tumor
-0.6
CPT0018250001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0002270011
Tumor
-0.6
CPT0081600003
Tumor
-0.6
CPT0088970003
Tumor
-0.6
CPT0078990003
Tumor
-0.6
CPT0079270003
Tumor
-0.6
CPT0007470001
Normal
-0.6
CPT0086890003
Normal
-0.7
CPT0010110003
Tumor
-0.7
CPT0012180003
Tumor
-0.7
CPT0023360001
Normal
-0.7
CPT0025050003
Tumor
-0.7
CPT0077110003
Tumor
-0.7
CPT0023710001
Normal
-0.7
CPT0014450004
Tumor
-0.8
CPT0017450001
Normal
-0.9
CPT0001540009
Tumor
-0.9
CPT0086870003
Tumor
-0.9
CPT0009060003
Tumor
-1.1
CPT0078800003
Tumor
-1.3
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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.
The Human Protein Atlas project is funded
