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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.
EIF3C 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
114.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
289.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
268.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
250.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
249.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
239.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
238.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
227.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
225.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
215.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
212.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
210.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
202.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
200.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
198.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
196.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
189.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
185.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
177.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
174.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
174.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
173.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
170.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
164.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
164.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
156.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
156.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
155.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
155.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
154.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
152.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
149.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
148.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
143.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
140.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
135.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
125.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
109.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
108.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
100.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
85.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
67.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
51.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
3.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
2.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
1.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
1.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 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.
EIF3C is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
195.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
650.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
436.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
429.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
420.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
417.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
415.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
412.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
408.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
406.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
397.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
387.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
381.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
381.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
375.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
372.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
366.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
363.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
360.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
358.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
356.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
354.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
349.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
348.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
346.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
345.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
337.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
334.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
332.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
331.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
331.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
329.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
329.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
329.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
328.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
328.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
327.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
327.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
326.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
325.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
318.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
317.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
314.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
314.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
310.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
309.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
309.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
306.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
306.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
305.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
303.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
303.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
302.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
301.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
301.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
300.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
300.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
300.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
300.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
298.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
298.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
297.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
295.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
295.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
295.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
291.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
288.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
287.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
287.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
286.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
286.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
285.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
285.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
283.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
282.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
282.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
281.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
280.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
280.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
279.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
277.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
277.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
276.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
275.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
275.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
275.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
273.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
272.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
271.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
271.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
271.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
271.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
270.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
268.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
264.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
263.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
263.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
262.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
262.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
262.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
262.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
262.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
262.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
261.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
260.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
259.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
259.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
258.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
258.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
257.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
257.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
257.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
257.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
256.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
255.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
255.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
254.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
254.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
254.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
253.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
252.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
252.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
252.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
252.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
252.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
252.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
250.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
249.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
248.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
247.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
247.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
246.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
246.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
246.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
246.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
244.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
244.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
243.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
242.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
242.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
241.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
241.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
239.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
239.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
238.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
238.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
237.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
237.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
237.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
237.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
237.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
237.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
236.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
235.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
235.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
234.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
233.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
233.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
232.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
232.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
230.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
229.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
229.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
229.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
228.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
228.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
227.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
227.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
227.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
227.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
227.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
227.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
226.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
225.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
225.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
224.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
224.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
224.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
224.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
223.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
222.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
222.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
221.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
221.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
221.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
221.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
220.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
219.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
219.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
219.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
219.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
219.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
219.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
218.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
218.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
218.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
218.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
218.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
217.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
216.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
215.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
215.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
214.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
213.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
212.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
212.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
212.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
211.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
211.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
211.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
211.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
211.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
211.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
210.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
209.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
209.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
209.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
209.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
207.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
207.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
206.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
206.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
206.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
206.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
205.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
205.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
204.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
204.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
204.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
203.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
203.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
203.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
203.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
202.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
202.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
202.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
202.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
202.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
202.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
202.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
201.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
201.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
201.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
200.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
199.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
198.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
198.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
197.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
197.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
197.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
196.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
196.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
196.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
196.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
195.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
195.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
195.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
195.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
194.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
193.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
193.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
191.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
191.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
191.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
191.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
190.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
189.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
189.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
188.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
188.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
187.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
187.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
187.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
185.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
185.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
184.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
184.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
183.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
182.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
182.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
182.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
181.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
181.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
181.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
181.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
181.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
180.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
180.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
179.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
179.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
178.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
177.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
176.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
176.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
175.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
174.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
174.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
174.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
174.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
173.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
173.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
173.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
173.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
172.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
171.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
171.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
171.2
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
171.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
170.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
169.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
169.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
169.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
167.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
167.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
167.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
167.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
167.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
167.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
166.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
166.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
166.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
166.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
165.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
164.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
164.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
163.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
163.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
163.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
163.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
163.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
162.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
162.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
162.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
162.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
162.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
161.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
161.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
160.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
160.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
160.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
159.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
159.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
159.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
159.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
158.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
158.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
158.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
158.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
157.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
157.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
157.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
156.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
156.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
156.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
154.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
154.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
153.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
153.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
152.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
152.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
152.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
152.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
151.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
151.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
150.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
149.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
148.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
148.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
148.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
147.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
147.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
147.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
146.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
146.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
145.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
145.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
145.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
144.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
144.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
144.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
143.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
143.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
142.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
141.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
141.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
141.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
140.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
139.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
139.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
139.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
138.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
138.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
137.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
136.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
135.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
135.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
134.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
132.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
132.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
129.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
129.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
129.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
128.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
127.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
127.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
127.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
126.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
126.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
125.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
124.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
124.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
124.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
123.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
123.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
123.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
123.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
122.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
122.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
121.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
121.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
121.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
121.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
121.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
120.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
120.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
119.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
119.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
119.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
118.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
118.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
117.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
115.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
114.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
113.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
112.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
112.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
112.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
110.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
110.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
110.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
110.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
108.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
108.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
107.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
107.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
106.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
106.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
105.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
103.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
102.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
102.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
102.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
102.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
102.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
101.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
100.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
100.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
99.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
99.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
99.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
99.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
99.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
97.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
97.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
96.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
95.9
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
95.6
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
95.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
95.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
94.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
94.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
94.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
93.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
93.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
91.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
90.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
89.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
88.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
84.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
83.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
83.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
79.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
76.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
75.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
75.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
71.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
69.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
69.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
68.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
67.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
67.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
67.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
67.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
66.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
65.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
65.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
64.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
61.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
61.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
61.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
59.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
58.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
58.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
56.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
56.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
55.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
54.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
53.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
53.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
51.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
48.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
48.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
48.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
47.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
46.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
43.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
40.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
34.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
28.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
EIF3C is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
185.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
376.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
353.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
334.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
307.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
284.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
282.9
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
273.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
271.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
264.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
259.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
259.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
256.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
250.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
248.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
243.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
242.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
241.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
238.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
237.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
235.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
231.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
231.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
223.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
221.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
219.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
219.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
218.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
217.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
216.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
215.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
214.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
214.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
211.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
210.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
206.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
203.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
203.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
202.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
201.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
200.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
197.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
194.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
193.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
192.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
191.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
190.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
185.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
185.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
183.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
181.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
179.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
179.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
175.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
174.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
168.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
166.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
166.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
165.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
164.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
164.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
163.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
163.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
162.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
162.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
158.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
157.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
156.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
156.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
154.5
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
153.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
147.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
143.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
143.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
142.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
142.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
141.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
141.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
140.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
138.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
138.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
136.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
132.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
131.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
128.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
125.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
125.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
124.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
122.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
114.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
114.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
112.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
109.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
108.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
108.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
105.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
102.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
102.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
101.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF3C is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
155.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
646.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
571.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
505.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
498.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
462.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
443.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
436.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
420.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
405.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
405.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
405.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
404.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
402.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
401.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
375.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
372.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
361.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
356.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
356.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
345.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
337.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
332.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
326.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
325.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
316.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
316.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
314.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
309.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
306.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
306.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
302.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
299.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
297.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
296.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
296.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
294.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
293.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
291.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
289.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
286.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
281.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
277.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
274.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
272.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
272.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
269.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
269.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
267.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
265.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
265.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
264.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
261.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
261.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
261.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
261.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
258.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
258.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
257.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
256.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
255.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
253.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
253.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
253.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
252.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
251.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
251.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
249.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
246.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
246.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
245.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
245.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
243.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
243.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
241.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
240.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
239.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
238.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
236.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
232.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
231.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
230.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
230.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
229.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
227.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
226.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
226.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
225.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
224.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
223.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
222.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
218.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
215.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
215.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
214.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
214.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
213.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
212.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
209.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
206.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
203.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
203.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
202.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
201.7
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
201.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
199.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
199.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
197.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
195.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
194.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
191.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
191.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
191.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
190.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
190.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
188.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
187.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
187.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
186.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
186.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
185.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
184.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
183.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
183.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
181.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
180.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
180.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
178.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
177.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
175.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
173.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
172.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
171.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
171.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
170.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
165.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
165.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
162.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
158.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
158.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
157.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
157.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
157.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
155.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
154.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
150.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
147.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
146.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
146.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
144.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
143.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
140.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
140.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
138.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
134.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
133.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
132.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
132.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
131.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
131.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
130.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
127.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
126.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
125.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
124.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
124.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
121.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
120.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
119.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
119.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
119.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
117.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
116.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
116.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
114.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
112.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
109.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
106.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
104.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
103.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
93.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
92.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
92.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
91.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
88.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
85.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
85.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
84.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
80.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
80.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
76.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
75.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
74.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
73.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
73.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
72.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
69.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
67.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
65.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
63.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
56.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
53.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
52.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
42.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
39.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
39.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
27.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
22.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.8
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
4.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
3.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
3.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
2.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
2.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
2.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
1.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
1.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
1.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
1.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
1.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
1.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0088970003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0084560003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0088480003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0001260009
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0025880003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0001270001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0088630003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0088640003
Normal
0.1
CPT0017850003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0077320001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0088570001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0087050003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0009080003
Normal
0.0
CPT0006530001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0026420001
Normal
N/A
CPT0088710001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0020020001
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0085670003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0065810003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0014160003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0009020003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0078660003
Tumor
0.0
CPT0001510001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0065750003
Tumor
-0.1
CPT0078530001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0010170001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0023690003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0081990003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0012900004
Tumor
-0.2
CPT0015910003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0017410003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0077310003
Tumor
-0.3
CPT0092290003
Tumor
-0.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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.