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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.
HSPA9 is potential prognostic, high expression is unfavorable 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
130.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
387.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
295.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
279.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
273.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
261.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
259.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
233.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
229.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
225.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
213.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
210.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
204.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
203.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
203.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
201.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
187.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
181.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
180.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
173.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
165.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
159.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
157.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
140.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
135.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
132.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
130.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
128.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
127.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
125.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
123.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
122.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
120.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
118.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
116.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
116.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
108.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
108.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
105.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
104.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
94.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
89.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
88.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
85.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
85.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
81.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
81.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
77.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
76.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
74.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
70.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
68.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
67.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
66.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
59.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
53.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
38.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
27.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
20.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
HSPA9 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
68.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
241.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
234.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
209.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
209.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
205.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
202.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
196.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
188.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
179.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
178.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
177.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
175.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
174.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
169.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
167.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
167.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
166.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
159.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
158.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
157.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
157.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
155.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
154.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
154.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
150.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
150.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
150.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
149.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
147.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
147.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
145.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
143.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
143.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
142.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
141.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
139.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
139.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
138.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
137.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
137.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
132.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
131.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
131.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
130.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
130.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
129.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
129.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
129.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
129.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
129.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
128.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
126.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
126.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
124.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
124.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
123.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
123.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
122.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
121.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
121.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
121.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
120.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
119.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
119.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
119.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
118.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
118.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
118.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
117.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
115.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
115.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
114.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
114.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
114.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
113.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
113.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
113.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
112.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
111.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
111.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
110.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
110.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
110.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
110.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
109.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
108.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
108.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
108.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
108.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
108.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
107.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
107.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
107.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
107.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
106.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
106.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
105.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
105.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
104.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
103.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
103.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
103.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
103.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
103.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
102.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
102.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
101.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
100.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
100.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
100.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
100.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
100.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
100.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
99.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
99.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
98.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
98.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
98.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
98.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
98.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
98.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
97.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
97.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
97.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
96.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
96.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
96.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
96.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
95.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
95.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
95.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
94.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
94.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
94.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
94.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
93.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
93.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
92.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
92.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
92.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
91.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
91.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
91.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
90.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
90.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
90.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
90.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
89.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
89.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
89.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
89.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
89.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
88.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
87.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
87.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
87.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
87.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
86.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
86.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
86.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
86.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
86.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
86.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
86.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
85.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
85.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
85.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
85.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
85.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
84.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
84.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
84.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
84.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
84.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
84.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
83.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
83.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
82.9
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
82.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
82.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
82.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
82.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
82.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
81.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
81.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
81.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
81.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
81.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
81.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
80.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
80.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
80.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
79.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
79.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
79.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
79.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
78.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
78.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
78.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
78.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
78.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
77.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
77.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
77.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
77.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
77.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
77.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
77.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
76.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
76.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
76.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
76.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
75.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
75.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
75.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
74.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
73.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
72.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
72.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
72.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
71.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
71.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
71.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
71.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
71.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
70.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
70.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
70.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
70.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
70.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
70.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
70.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
69.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
69.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
69.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
69.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
69.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
69.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
69.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
68.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
68.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
67.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
67.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
67.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
67.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
66.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
66.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
66.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
66.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
66.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
66.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
65.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
65.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
65.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
64.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
64.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
64.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
63.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
63.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
63.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
63.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
63.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
63.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
63.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
63.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
62.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
62.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
62.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
61.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
60.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
60.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
60.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
60.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
60.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
60.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
60.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
59.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
59.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
59.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
59.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
59.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
59.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
59.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
58.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
58.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
58.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
58.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
58.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
58.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
57.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
57.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
57.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
57.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
57.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
57.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
57.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
57.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
56.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
56.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
56.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
56.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
55.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
55.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
55.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
55.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
54.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
54.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
54.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
53.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
53.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
53.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
52.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
52.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
52.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
51.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
51.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
51.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
51.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
50.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
49.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
49.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
49.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
49.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
49.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
49.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
48.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
48.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
48.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
48.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
47.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
47.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
46.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
46.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
46.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
46.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
46.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
45.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
45.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
44.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
44.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
44.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
43.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
43.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
43.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
42.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
42.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
42.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
42.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
41.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
41.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
41.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
41.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
40.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
40.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
39.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
39.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
39.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
38.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
38.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
38.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
38.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
37.7
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
36.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
36.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
35.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
35.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
35.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
35.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
34.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
34.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
33.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
32.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
32.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
31.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
31.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
31.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
30.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
30.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
29.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
29.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
28.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
28.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
27.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
27.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
25.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
25.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
25.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
22.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
21.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
20.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
18.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
16.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
16.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
16.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
12.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
8.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
8.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
6.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
5.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
1.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
1.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
1.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
1.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
0.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
0.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
0.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
0.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
0.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
0.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
0.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
0.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
0.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
0.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
0.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
0.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
0.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
0.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
0.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
0.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
0.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
0.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 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.
HSPA9 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
104.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
208.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
194.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
184.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
181.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
180.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
178.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
175.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
172.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
166.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
163.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
163.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
161.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
158.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
154.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
151.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
151.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
151.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
150.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
145.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
143.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
139.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
137.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
135.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
132.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
130.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
129.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
127.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
126.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
124.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
119.8
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
118.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
115.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
113.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
113.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
112.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
112.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
110.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
110.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
110.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
109.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
108.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
108.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
107.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
106.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
106.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
105.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
105.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
105.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
102.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
102.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
100.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
100.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
100.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
99.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
98.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
94.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
92.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
90.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
90.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
89.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
88.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
88.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
88.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
85.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
84.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
83.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
83.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
82.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
82.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
81.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
80.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
80.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
80.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
75.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
75.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
73.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
73.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
71.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
67.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
67.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
66.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
64.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
63.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
62.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
60.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
59.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
55.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
54.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
52.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
45.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
44.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
40.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
HSPA9 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
53.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
319.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
240.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
210.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
195.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
177.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
168.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
163.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
160.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
159.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
158.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
151.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
147.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
141.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
138.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
133.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
130.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
124.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
124.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
121.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
118.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
117.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
116.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
114.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
114.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
111.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
111.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
111.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
110.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
109.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
109.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
103.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
102.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
101.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
101.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
100.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
98.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
98.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
98.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
96.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
95.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
95.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
95.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
95.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
94.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
93.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
93.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
92.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
92.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
91.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
91.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
91.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
90.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
88.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
87.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
87.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
86.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
84.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
84.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
83.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
82.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
82.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
81.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
81.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
80.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
79.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
79.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
78.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
78.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
76.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
76.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
76.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
75.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
74.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
74.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
74.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
73.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
73.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
72.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
72.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
72.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
72.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
70.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
70.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
70.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
69.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
69.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
69.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
69.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
68.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
68.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
66.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
66.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
66.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
66.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
66.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
64.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
63.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
63.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
62.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
61.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
61.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
61.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
60.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
60.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
59.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
59.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
58.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
58.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
58.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
58.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
57.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
57.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
57.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
57.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
56.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
55.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
55.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
53.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
53.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
52.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
52.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
52.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
52.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
51.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
51.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
51.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
50.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
50.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
49.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
48.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
47.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
47.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
47.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
46.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
46.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
45.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
45.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
45.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
42.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
42.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
42.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
40.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
40.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
39.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
39.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
38.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
38.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
38.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
38.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
38.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
37.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
36.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
35.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
34.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
33.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
33.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
33.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
33.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
32.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
32.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
31.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
30.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
30.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
28.6
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
28.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
27.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
26.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
26.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
26.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
25.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
25.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
22.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
20.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
20.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
19.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
19.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
19.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
16.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
15.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
9.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
7.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
5.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
1.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
0.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
0.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
0.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
0.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
0.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
0.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
0.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
0.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
0.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
0.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
0.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
0.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
0.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.5
CPT0002270011
Tumor
1.0
CPT0081880003
Tumor
0.9
CPT0079180003
Tumor
0.8
CPT0012770003
Normal
0.6
CPT0024670003
Tumor
0.6
CPT0065450001
Normal
0.6
CPT0076330003
Tumor
0.6
CPT0086870003
Tumor
0.6
CPT0009080003
Normal
0.6
CPT0026420001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0025060001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0078530001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0077500001
Normal
0.5
CPT0092800003
Normal
0.4
CPT0025610001
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0081620001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0092740003
Normal
0.4
CPT0078840001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0012570003
Normal
0.4
CPT0066430001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0014350001
Normal
0.4
CPT0089480003
Normal
0.4
CPT0079430001
Normal
0.4
CPT0023710001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0006730001
Normal
0.3
CPT0086890003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0010170001
Normal
0.3
CPT0087050003
Normal
0.3
CPT0079000001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0078670001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0086950003
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0088500001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0007870001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0064370003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0017450001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0064400001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0012290003
Normal
0.1
CPT0009020003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0063330001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0000890001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0088570001
Normal
-0.1
CPT0026410003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0012370003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0063630003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0092290003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0088970003
Tumor
-0.2
CPT0078800003
Tumor
-0.3
CPT0065430003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0065930003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0000640003
Tumor
-0.3
CPT0079300001
Normal
-0.3
CPT0000870016
Tumor
-0.3
CPT0025110003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0025230003
Tumor
-0.3
CPT0010120001
Normal
-0.3
CPT0010110003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0087040003
Tumor
-0.4
CPT0079510001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0007860003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0065750003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0066470004
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0079270003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0088900003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0071150004
Tumor
-0.5
CPT0021240003
Tumor
-0.5
CPT0025170003
Tumor
-0.5
CPT0078510003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0025350003
Tumor
-0.5
CPT0092790003
Tumor
-0.5
CPT0019130003
Tumor
-0.5
CPT0025290003
Tumor
-0.6
CPT0077110003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0001340003
Tumor
-0.6
CPT0075130003
Tumor
-0.6
CPT0084590001
Normal
-0.6
CPT0023690003
Tumor
-0.6
CPT0012080003
Tumor
-0.6
CPT0006630003
Tumor
-0.6
CPT0088480003
Tumor
-0.7
CPT0092730003
Tumor
-0.7
CPT0092190003
Normal
-0.7
CPT0063320003
Tumor
-0.7
CPT0077320001
Normal
-0.7
CPT0015810003
Tumor
-0.7
CPT0075720003
Tumor
-0.7
CPT0088630003
Tumor
-0.7
CPT0011240003
Tumor
-0.8
CPT0066480003
Tumor
-0.8
CPT0025580004
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0088760003
Tumor
-0.8
CPT0078990003
Tumor
-0.8
CPT0088550004
Tumor
-0.8
CPT0017850003
Tumor
-0.8
CPT0086030003
Tumor
-0.8
CPT0078930003
Tumor
-0.8
CPT0079380003
Tumor
-0.8
CPT0015910003
Tumor
-0.9
CPT0079230003
Tumor
-0.9
CPT0006900003
Tumor
-0.9
CPT0011410003
Tumor
-1.0
CPT0081990003
Tumor
-1.0
CPT0065870003
Tumor
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
