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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.
OCIAD1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
191.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
391.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
377.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
333.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
315.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
302.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
296.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
294.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
293.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
293.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
281.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
275.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
274.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
271.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
269.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
259.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
240.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
239.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
237.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
232.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
229.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
222.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
218.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
214.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
206.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
201.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
199.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
197.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
195.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
193.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
191.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
189.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
187.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
186.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
177.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
170.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
169.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
166.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
160.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
157.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
156.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
154.8
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
152.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
152.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
152.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
147.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
142.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
139.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
123.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
121.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
119.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
115.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
114.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
114.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
111.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
105.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
102.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
93.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
90.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
89.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
89.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
89.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
85.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
82.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
OCIAD1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
138.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
431.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
354.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
342.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
309.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
297.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
288.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
280.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
263.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
257.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
241.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
240.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
240.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
235.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
231.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
226.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
223.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
221.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
221.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
220.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
219.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
216.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
216.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
215.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
213.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
212.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
211.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
211.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
210.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
210.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
209.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
209.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
207.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
206.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
206.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
206.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
205.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
205.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
205.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
204.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
202.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
201.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
201.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
201.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
201.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
200.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
200.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
200.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
198.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
198.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
198.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
198.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
198.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
198.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
197.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
197.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
196.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
195.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
195.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
195.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
195.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
194.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
194.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
194.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
193.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
193.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
191.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
191.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
190.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
189.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
189.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
189.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
189.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
188.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
187.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
187.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
187.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
186.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
186.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
185.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
185.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
185.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
184.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
184.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
184.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
183.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
183.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
183.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
183.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
182.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
182.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
182.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
182.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
181.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
180.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
180.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
180.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
179.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
178.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
178.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
178.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
178.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
177.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
177.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
177.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
177.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
177.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
176.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
176.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
176.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
175.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
175.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
174.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
174.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
174.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
174.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
173.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
173.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
173.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
172.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
172.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
172.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
171.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
171.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
171.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
171.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
171.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
170.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
170.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
170.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
170.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
169.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
169.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
169.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
169.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
169.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
169.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
168.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
167.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
167.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
167.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
166.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
166.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
166.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
165.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
165.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
164.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
164.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
164.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
164.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
164.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
163.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
163.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
162.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
162.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
162.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
162.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
162.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
161.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
161.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
161.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
161.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
160.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
160.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
160.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
160.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
160.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
159.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
159.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
159.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
159.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
158.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
158.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
158.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
157.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
157.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
156.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
156.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
156.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
156.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
155.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
155.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
154.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
154.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
154.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
154.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
154.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
154.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
154.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
154.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
153.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
153.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
153.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
152.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
152.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
152.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
151.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
151.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
151.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
150.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
150.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
150.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
150.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
149.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
149.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
149.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
149.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
149.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
149.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
149.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
149.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
148.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
148.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
148.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
148.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
148.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
148.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
147.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
147.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
147.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
147.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
146.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
146.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
146.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
146.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
145.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
145.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
145.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
145.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
145.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
145.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
145.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
145.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
144.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
144.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
144.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
144.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
144.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
144.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
144.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
144.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
143.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
143.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
143.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
143.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
142.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
142.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
142.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
141.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
141.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
141.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
140.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
139.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
139.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
139.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
139.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
139.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
138.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
138.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
138.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
138.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
137.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
137.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
137.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
136.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
136.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
136.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
136.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
135.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
135.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
135.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
135.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
135.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
134.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
134.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
134.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
134.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
134.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
134.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
133.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
133.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
133.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
133.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
133.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
133.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
132.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
132.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
132.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
132.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
132.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
131.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
131.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
131.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
131.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
131.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
131.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
130.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
130.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
130.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
130.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
130.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
130.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
129.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
129.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
129.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
129.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
129.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
129.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
129.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
129.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
128.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
128.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
128.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
128.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
128.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
127.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
127.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
127.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
126.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
126.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
126.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
126.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
126.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
126.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
125.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
125.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
125.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
124.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
124.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
123.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
123.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
123.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
122.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
122.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
121.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
121.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
121.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
120.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
120.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
120.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
120.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
120.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
120.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
120.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
120.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
119.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
118.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
118.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
118.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
117.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
117.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
117.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
117.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
116.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
116.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
116.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
116.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
115.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
115.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
115.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
115.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
115.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
114.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
114.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
114.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
114.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
113.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
113.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
113.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
113.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
113.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
112.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
112.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
112.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
112.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
112.3
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
112.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
111.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
111.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
110.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
109.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
109.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
109.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
108.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
108.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
107.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
107.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
107.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
107.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
106.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
105.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
105.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
105.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
104.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
104.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
103.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
103.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
103.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
103.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
102.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
102.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
101.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
100.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
100.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
99.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
99.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
99.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
99.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
99.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
98.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
98.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
98.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
98.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
98.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
97.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
96.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
96.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
96.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
96.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
95.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
95.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
95.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
94.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
94.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
93.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
93.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
92.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
92.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
91.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
90.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
90.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
90.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
89.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
89.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
89.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
89.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
89.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
88.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
88.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
88.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
88.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
86.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
86.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
86.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
86.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
85.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
85.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
85.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
85.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
84.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
83.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
83.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
83.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
82.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
81.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
80.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
79.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
79.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
78.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
78.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
78.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
77.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
77.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
77.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
74.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
74.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
74.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
73.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
73.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
72.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
72.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
72.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
69.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
69.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
69.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
68.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
66.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
66.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
65.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
63.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
61.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
60.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
60.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
59.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
59.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
59.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
59.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
58.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
58.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
58.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
57.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
57.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
57.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
56.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
56.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
56.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
56.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
55.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
55.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
55.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
54.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
53.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
49.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
48.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
48.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
47.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
47.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
47.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
46.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
44.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
41.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
41.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
40.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
39.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
36.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
27.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
27.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
23.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
22.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
OCIAD1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
168.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
284.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
259.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
257.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
253.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
250.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
250.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
247.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
246.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
246.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
246.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
245.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
242.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
237.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
236.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
234.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
232.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
232.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
229.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
227.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
218.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
215.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
211.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
210.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
209.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
208.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
208.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
208.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
207.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
202.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
202.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
195.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
192.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
189.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
188.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
188.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
188.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
187.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
186.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
186.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
185.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
181.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
178.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
175.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
175.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
173.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
173.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
172.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
171.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
166.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
164.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
164.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
163.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
161.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
158.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
158.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
157.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
155.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
154.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
154.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
152.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
151.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
149.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
149.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
148.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
147.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
147.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
146.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
145.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
143.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
143.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
142.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
142.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
139.6
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
139.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
136.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
135.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
133.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
132.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
127.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
127.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
126.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
118.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
114.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
112.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
111.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
110.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
103.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
98.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
95.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
94.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
93.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
93.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
92.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
91.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
88.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
78.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
78.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
67.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
OCIAD1 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
104.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
312.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
285.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
241.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
215.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
214.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
209.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
206.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
205.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
195.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
195.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
191.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
188.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
182.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
177.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
175.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
175.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
172.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
171.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
169.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
169.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
164.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
164.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
161.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
161.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
160.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
159.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
156.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
156.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
156.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
154.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
153.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
153.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
152.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
150.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
149.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
148.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
147.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
146.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
146.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
146.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
146.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
145.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
143.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
143.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
142.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
142.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
141.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
140.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
140.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
139.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
139.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
139.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
139.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
138.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
138.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
137.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
137.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
136.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
135.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
134.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
133.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
132.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
131.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
131.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
130.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
129.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
129.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
129.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
128.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
128.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
128.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
127.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
127.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
127.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
126.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
126.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
125.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
125.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
125.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
125.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
124.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
123.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
123.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
123.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
121.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
121.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
120.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
120.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
119.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
118.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
118.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
118.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
117.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
116.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
116.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
116.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
116.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
116.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
115.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
115.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
114.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
114.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
113.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
113.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
113.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
112.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
110.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
109.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
109.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
109.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
109.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
108.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
107.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
107.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
106.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
106.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
106.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
105.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
105.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
105.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
105.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
104.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
104.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
104.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
104.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
104.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
103.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
102.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
102.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
102.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
102.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
101.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
101.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
100.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
100.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
100.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
100.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
100.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
99.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
99.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
99.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
99.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
98.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
96.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
96.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
96.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
96.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
96.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
95.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
95.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
95.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
95.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
95.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
94.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
94.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
93.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
93.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
93.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
93.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
93.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
92.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
92.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
91.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
91.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
91.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
91.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
90.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
90.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
89.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
89.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
88.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
88.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
88.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
88.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
87.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
87.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
87.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
86.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
86.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
86.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
85.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
85.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
84.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
84.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
84.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
84.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
82.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
82.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
82.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
82.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
81.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
81.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
81.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
81.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
81.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
80.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
80.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
80.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
79.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
79.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
78.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
78.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
78.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
78.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
78.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
77.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
77.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
76.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
76.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
76.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
76.2
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
76.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
75.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
75.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
74.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
73.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
72.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
72.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
72.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
71.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
71.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
70.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
70.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
69.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
69.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
68.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
68.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
68.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
67.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
67.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
66.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
65.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
65.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
64.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
64.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
63.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
63.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
63.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
63.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
63.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
63.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
62.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
62.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
61.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
61.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
60.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
60.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
59.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
58.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
57.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
57.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
57.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
56.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
56.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
55.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
55.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
53.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
53.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
52.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
52.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
51.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
51.4
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
50.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
50.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
49.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
49.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
47.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
46.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
46.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
42.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
42.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
41.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
38.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
37.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
36.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
32.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
32.2
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
27.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.8
CPT0002270011
Tumor
1.1
CPT0079180003
Tumor
0.9
CPT0001500009
Tumor
0.6
CPT0065450001
Normal
0.6
CPT0015730003
Tumor
0.6
CPT0006950001
Normal
0.6
CPT0026420001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0089480003
Normal
0.5
CPT0000790001
Normal
0.5
CPT0001350001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0066430001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0086890003
Normal
0.4
CPT0088640003
Normal
0.4
CPT0077140001
Normal
0.4
CPT0087050003
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0088920001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0081620001
Normal
0.4
CPT0076350001
Normal
0.4
CPT0001550001
Normal
0.3
CPT0020020001
Normal
0.3
CPT0078800003
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0086370003
Normal
0.3
CPT0006730001
Normal
0.3
CPT0088710001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0078840001
Normal
0.3
CPT0023360001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0079430001
Normal
0.3
CPT0025610001
Normal
0.3
CPT0088500001
Normal
0.3
CPT0088970003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0063640001
Normal
0.3
CPT0025920001
Normal
0.2
CPT0007470001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0010170001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0088570001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0079000001
Normal
0.2
CPT0082010001
Normal
0.2
CPT0012180003
Tumor
0.2
CPT0064400001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0002370001
Normal
0.2
CPT0069000003
Tumor
0.2
CPT0086830003
Normal
0.2
CPT0086970003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0014470001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0063330001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0069190001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0076330003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0086870003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0014160003
Tumor
-0.1
CPT0023690003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0075130003
Tumor
-0.2
CPT0009000003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0086030003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0024670003
Tumor
-0.2
CPT0086360003
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0077310003
Tumor
-0.3
CPT0001270001
Normal
-0.3
CPT0088480003
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0009080003
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0010160003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0065750003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0019990003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0025170003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0075720003
Tumor
-0.4
CPT0001220008
Tumor
-0.4
CPT0017850003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0000780007
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0026410003
Tumor
-0.4
CPT0012080003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0001260009
Tumor
-0.4
CPT0065870003
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0025350003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0079380003
Tumor
-0.5
CPT0025580004
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0012920003
Normal
-0.5
CPT0000640003
Tumor
-0.5
CPT0077110003
Tumor
-0.5
CPT0066470004
Tumor
-0.5
CPT0012370003
Tumor
-0.5
CPT0077490003
Tumor
-0.5
CPT0065690003
Tumor
-0.5
CPT0077320001
Normal
-0.5
CPT0092790003
Tumor
-0.5
CPT0078990003
Tumor
-0.5
CPT0009060003
Tumor
-0.6
CPT0015910003
Tumor
-0.6
CPT0088760003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0025110003
Tumor
-0.6
CPT0088550004
Tumor
-0.7
CPT0002350011
Tumor
-0.7
CPT0066480003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0011410003
Tumor
-0.7
CPT0012900004
Tumor
-0.8
CPT0017410003
Tumor
-0.8
CPT0081990003
Tumor
-0.8
CPT0065930003
Tumor
-0.9
CPT0084560003
Tumor
-0.9
CPT0011240003
Tumor
-1.1
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.