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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.
MIOX 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
3.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
59.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
35.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
11.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
10.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
6.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
2.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
1.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
0.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
0.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
0.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
0.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
0.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
0.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
0.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
0.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
0.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
0.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
MIOX 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
91.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1126.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
759.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
719.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
699.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
689.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
665.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
548.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
536.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
423.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
420.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
398.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
352.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
345.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
344.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
340.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
329.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
322.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
319.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
316.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
312.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
309.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
308.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
299.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
288.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
288.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
287.1
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
286.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
284.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
283.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
267.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
267.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
265.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
260.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
259.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
256.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
255.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
254.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
251.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
249.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
245.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
244.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
241.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
236.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
235.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
234.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
233.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
233.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
227.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
226.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
224.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
223.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
219.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
213.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
212.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
212.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
212.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
212.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
208.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
206.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
205.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
205.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
203.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
203.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
200.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
200.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
198.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
196.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
193.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
191.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
191.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
191.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
188.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
188.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
185.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
185.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
185.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
184.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
184.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
184.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
183.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
182.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
176.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
175.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
175.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
175.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
174.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
172.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
170.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
170.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
167.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
163.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
162.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
161.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
161.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
159.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
159.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
159.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
157.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
155.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
154.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
154.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
154.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
153.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
150.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
149.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
147.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
147.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
146.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
146.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
145.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
143.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
143.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
142.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
142.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
142.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
140.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
140.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
139.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
137.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
137.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
135.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
135.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
133.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
133.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
133.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
132.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
132.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
131.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
130.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
130.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
130.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
129.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
127.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
127.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
126.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
126.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
126.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
126.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
125.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
124.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
124.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
124.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
124.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
122.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
121.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
120.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
120.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
117.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
117.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
117.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
116.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
115.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
115.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
115.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
115.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
114.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
113.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
113.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
112.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
112.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
112.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
111.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
111.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
110.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
110.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
108.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
108.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
107.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
107.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
106.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
106.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
106.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
105.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
105.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
105.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
104.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
102.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
101.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
100.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
100.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
98.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
97.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
97.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
97.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
97.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
97.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
93.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
93.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
92.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
92.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
92.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
92.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
91.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
89.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
88.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
87.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
87.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
86.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
86.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
85.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
85.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
85.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
85.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
85.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
83.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
83.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
82.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
82.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
81.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
81.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
79.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
79.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
78.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
77.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
77.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
76.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
75.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
75.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
75.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
74.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
74.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
73.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
73.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
73.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
73.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
71.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
71.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
70.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
70.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
69.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
69.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
69.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
68.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
67.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
67.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
67.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
66.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
65.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
64.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
64.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
64.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
63.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
61.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
60.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
59.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
59.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
59.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
58.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
58.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
57.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
57.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
54.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
54.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
54.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
53.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
53.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
52.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
52.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
52.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
52.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
51.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
51.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
51.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
50.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
48.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
47.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
45.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
45.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
44.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
44.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
44.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
44.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
44.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
43.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
43.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
43.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
43.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
43.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
43.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
42.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
41.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
41.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
39.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
39.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
39.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
38.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
38.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
37.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
36.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
36.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
35.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
35.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
35.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
35.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
34.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
34.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
33.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
33.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
33.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
33.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
33.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
32.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
32.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
32.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
32.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
31.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
29.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
29.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
28.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
26.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
26.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.5
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
25.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
25.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
24.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
24.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
22.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
22.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
22.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
22.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
19.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
18.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
18.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
18.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
18.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
15.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
8.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
7.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
7.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
7.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
7.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
6.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
5.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
5.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
5.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
4.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
3.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
3.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
3.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
3.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
3.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
3.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
3.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
2.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
2.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
2.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
2.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
2.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
2.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
2.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
2.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
2.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
2.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
1.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
1.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
1.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
1.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
1.5
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
1.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
1.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
1.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
1.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
1.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
1.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
1.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
1.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
0.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
0.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
0.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
0.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
0.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
0.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
0.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
0.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
0.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
0.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
0.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
0.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
0.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
0.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
0.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
0.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
0.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
0.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
0.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
0.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
0.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
0.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
0.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 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.
MIOX 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
85.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
507.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
441.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
410.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
364.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
338.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
288.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
275.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
209.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
199.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
194.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
191.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
186.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
186.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
184.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
180.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
171.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
166.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
165.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
163.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
154.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
149.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
145.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
140.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
140.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
136.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
132.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
119.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
119.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
118.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
117.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
117.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
117.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
107.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
89.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
81.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
74.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
73.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
71.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
69.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
66.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
65.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
65.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
63.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
60.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
58.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
56.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
50.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
50.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
44.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
41.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
37.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
36.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
36.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
36.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
34.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
26.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
25.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
20.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
16.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
11.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
10.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
9.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
7.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
5.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
4.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
4.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
3.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
3.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
3.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
3.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
2.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
2.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
1.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
1.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
MIOX is potential prognostic, high expression is favorable 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
160.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
2149.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1484.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
1367.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1246.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
1067.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
930.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
891.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
876.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
829.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
828.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
778.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
731.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
652.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
629.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
614.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
603.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
533.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
531.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
530.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
523.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
496.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
489.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
474.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
460.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
442.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
440.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
437.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
413.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
408.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
400.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
391.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
381.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
379.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
368.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
352.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
327.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
309.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
304.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
298.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
292.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
288.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
281.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
274.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
270.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
267.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
266.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
263.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
257.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
257.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
252.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
251.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
250.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
242.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
237.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
236.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
235.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
230.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
229.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
227.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
221.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
218.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
216.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
207.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
205.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
196.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
194.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
193.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
190.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
187.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
185.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
184.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
180.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
179.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
178.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
178.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
178.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
177.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
173.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
173.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
170.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
170.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
166.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
164.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
162.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
157.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
154.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
145.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
141.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
141.3
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
139.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
139.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
139.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
134.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
133.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
132.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
131.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
130.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
130.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
130.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
128.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
128.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
128.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
127.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
125.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
122.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
121.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
120.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
118.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
117.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
117.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
115.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
115.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
115.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
112.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
108.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
107.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
105.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
105.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
104.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
103.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
101.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
97.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
92.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
91.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
91.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
90.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
89.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
87.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
87.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
86.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
84.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
81.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
79.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
78.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
78.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
78.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
77.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
73.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
73.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
72.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
72.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
70.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
69.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
69.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
66.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
66.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
65.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
65.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
65.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
64.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
63.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
63.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
61.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
61.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
60.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
59.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
59.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
58.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
58.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
57.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
57.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
57.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
56.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
55.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
52.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
50.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
49.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
48.7
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
48.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
48.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
48.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
47.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
45.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
45.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
45.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
43.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
42.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
42.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
41.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
40.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
39.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
38.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
38.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
37.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
36.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
35.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
35.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
32.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
31.2
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
30.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
30.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
30.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
29.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
28.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
27.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
26.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
26.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
25.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
25.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
22.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
20.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
17.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
17.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
9.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
8.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
6.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
4.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
2.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
2.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
2.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
1.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
1.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
1.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
1.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
1.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
0.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
0.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
0.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
0.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
0.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
0.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
0.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
0.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026420001
Normal
1.4
CPT0012770003
Normal
1.4
CPT0006950001
Normal
1.4
CPT0088920001
Normal
1.4
CPT0077140001
Normal
1.4
CPT0081620001
Normal
1.3
CPT0078840001
Normal
1.3
CPT0089480003
Normal
1.3
CPT0065450001
Normal
1.2
CPT0012570003
Normal
1.1
CPT0075570001
Normal
1.0
CPT0025610001
Normal
1.0
CPT0010170001
Normal
1.0
CPT0092310003
Normal
1.0
CPT0078670001
Normal
1.0
CPT0006730001
Normal
1.0
CPT0009080003
Normal
0.9
CPT0007870001
Normal
0.9
CPT0077500001
Normal
0.9
CPT0092800003
Normal
0.9
CPT0088780001
Normal
0.9
CPT0013790003
Normal
0.9
CPT0007470001
Normal
0.8
CPT0000790001
Normal
0.8
CPT0023710001
Normal
0.8
CPT0082010001
Normal
0.8
CPT0079430001
Normal
0.8
CPT0078940001
Normal
0.8
CPT0087050003
Normal
0.8
CPT0012090003
Normal
0.8
CPT0079000001
Normal
0.8
CPT0020020001
Normal
0.8
CPT0092740003
Normal
0.8
CPT0089040001
Normal
0.7
CPT0076350001
Normal
0.7
CPT0069010001
Normal
0.7
CPT0014350001
Normal
0.7
CPT0064400001
Normal
0.7
CPT0012290003
Normal
0.7
CPT0088710001
Normal
0.7
CPT0001350001
Normal
0.6
CPT0086370003
Normal
0.6
CPT0000890001
Normal
0.6
CPT0014470001
Normal
0.6
CPT0025920001
Normal
0.6
CPT0018250001
Normal
0.6
CPT0023360001
Normal
0.6
CPT0020130001
Normal
0.6
CPT0066430001
Normal
0.6
CPT0086830003
Normal
0.6
CPT0078530001
Normal
0.6
CPT0088640003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0001550001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0065820001
Normal
0.4
CPT0006530001
Normal
0.4
CPT0014130001
Normal
0.4
CPT0012920003
Normal
0.3
CPT0063640001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0000660001
Normal
0.2
CPT0017450001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0024680001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0001510001
Normal
0.2
CPT0002370001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0086890003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0078800003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0077310003
Tumor
-0.3
CPT0078510003
Tumor
-0.4
CPT0063320003
Tumor
-0.4
CPT0075170001
Normal
-0.5
CPT0001500009
Tumor
-0.6
CPT0009060003
Tumor
-0.6
CPT0079480003
Tumor
-0.7
CPT0092290003
Tumor
-0.7
CPT0001540009
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0014160003
Tumor
-0.7
CPT0079510001
Normal
-0.7
CPT0066480003
Tumor
-0.7
CPT0015910003
Tumor
-0.8
CPT0065810003
Tumor
-0.8
CPT0007320003
Tumor
-0.8
CPT0021240003
Tumor
-0.8
CPT0000870016
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0014370004
Tumor
-0.9
CPT0077320001
Normal
-0.9
CPT0002270011
Tumor
-0.9
CPT0001190001
Normal
-0.9
CPT0000780007
Tumor
-0.9
CPT0079300001
Normal
-0.9
CPT0009000003
Tumor
-0.9
CPT0087040003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0066470004
Tumor
-1.0
CPT0086870003
Tumor
-1.0
CPT0001270001
Normal
-1.0
CPT0019990003
Tumor
-1.0
CPT0006440003
Tumor
-1.0
CPT0007860003
Tumor
-1.0
CPT0078830003
Tumor
-1.0
CPT0089460004
Tumor
-1.0
CPT0092790003
Tumor
-1.0
CPT0065870003
Tumor
-1.0
CPT0064370003
Tumor
-1.0
CPT0011240003
Tumor
-1.0
CPT0006900003
Tumor
-1.1
CPT0078930003
Tumor
-1.1
CPT0076330003
Tumor
-1.1
CPT0071150004
Tumor
-1.1
CPT0001220008
Tumor
-1.1
CPT0075560003
Tumor
-1.2
CPT0081990003
Tumor
-1.2
CPT0024670003
Tumor
-1.2
CPT0006630003
Tumor
-1.2
CPT0086360003
Tumor
-1.2
CPT0019130003
Tumor
-1.2
CPT0020120003
Tumor
-1.2
CPT0065430003
Tumor
-1.2
CPT0012550003
Tumor
-1.2
CPT0023690003
Tumor
-1.2
CPT0088760003
Tumor
-1.3
CPT0079270003
Tumor
-1.3
CPT0079410003
Tumor
-1.3
CPT0063630003
Tumor
-1.3
CPT0002350011
Tumor
-1.3
CPT0092190003
Normal
-1.3
CPT0088480003
Tumor
-1.3
CPT0089020003
Tumor
-1.4
CPT0079180003
Tumor
-1.4
CPT0077490003
Tumor
-1.4
CPT0069000003
Tumor
-1.4
CPT0075720003
Tumor
-1.4
CPT0023350003
Tumor
-1.4
CPT0069160003
Tumor
-1.5
CPT0001260009
Tumor
-1.5
CPT0010110003
Tumor
-1.5
CPT0012370003
Tumor
-1.5
CPT0092160003
Tumor
-1.5
CPT0025580004
Tumor
-1.5
CPT0078660003
Tumor
-1.5
CPT0084590001
Normal
-1.5
CPT0088900003
Tumor
-1.5
CPT0001340003
Tumor
-1.5
CPT0000640003
Tumor
-1.5
CPT0010160003
Tumor
-1.5
CPT0025170003
Tumor
-1.6
CPT0088970003
Tumor
-1.6
CPT0025050003
Tumor
-1.6
CPT0086820003
Tumor
-1.7
CPT0077110003
Tumor
-1.7
CPT0025880003
Tumor
-1.7
CPT0081600003
Tumor
-1.8
CPT0014450004
Tumor
-1.8
CPT0092730003
Tumor
-1.8
CPT0001180009
Tumor
-1.9
CPT0079230003
Tumor
-1.9
CPT0088690003
Tumor
-1.9
CPT0088630003
Tumor
-1.9
CPT0025350003
Tumor
-1.9
CPT0084560003
Tumor
-1.9
CPT0012670003
Tumor
-1.9
CPT0075130003
Tumor
-1.9
CPT0026410003
Tumor
-2.0
CPT0086950003
Tumor
-2.0
CPT0025110003
Tumor
-2.1
CPT0017850003
Tumor
-2.1
CPT0012280003
Tumor
-2.2
CPT0015730003
Tumor
-2.3
CPT0088550004
Tumor
-2.3
CPT0012080003
Tumor
-2.3
CPT0086030003
Tumor
-2.4
CPT0065750003
Tumor
-2.4
CPT0012180003
Tumor
-2.5
CPT0015810003
Tumor
-2.6
CPT0025290003
Tumor
-2.6
CPT0065930003
Tumor
-2.6
CPT0065690003
Tumor
-2.9
CPT0025230003
Tumor
-3.2
CPT0085670003
Tumor
-3.3
CPT0079380003
Tumor
-3.4
CPT0011410003
Tumor
-3.6
CPT0081880003
Tumor
-3.6
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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.