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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.
KRT18 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
255.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
848.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
819.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
727.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
559.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
547.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
535.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
511.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
483.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
449.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
440.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
435.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
410.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
384.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
371.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
360.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
355.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
340.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
338.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
308.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
297.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
296.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
295.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
267.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
265.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
265.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
256.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
240.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
233.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
232.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
225.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
221.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
220.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
219.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
204.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
197.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
186.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
174.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
168.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
167.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
147.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
145.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
143.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
137.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
135.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
135.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
128.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
124.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
115.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
108.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
104.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
102.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
99.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
98.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
90.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
88.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
83.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
82.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
81.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
81.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
77.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
66.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
56.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
52.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT18 is not prognostic 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
411.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6484.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
2192.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
1509.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
1327.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
1248.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1209.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
1153.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
1125.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
1104.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
998.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
996.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
963.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
961.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
953.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
938.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
905.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
880.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
863.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
861.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
845.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
838.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
837.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
810.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
807.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
806.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
805.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
793.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
792.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
789.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
781.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
777.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
763.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
745.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
745.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
739.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
731.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
722.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
719.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
706.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
702.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
700.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
700.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
699.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
698.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
696.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
691.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
691.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
690.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
686.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
685.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
685.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
685.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
680.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
674.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
669.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
667.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
667.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
666.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
665.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
665.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
660.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
658.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
657.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
657.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
656.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
655.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
652.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
647.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
647.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
646.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
645.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
641.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
636.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
634.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
633.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
631.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
625.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
621.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
619.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
619.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
618.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
618.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
617.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
615.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
612.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
607.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
606.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
604.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
602.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
594.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
593.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
591.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
590.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
590.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
585.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
581.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
580.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
579.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
579.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
575.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
575.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
574.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
572.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
564.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
562.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
555.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
553.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
551.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
550.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
550.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
542.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
537.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
536.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
534.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
531.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
528.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
527.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
527.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
526.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
526.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
525.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
524.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
524.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
519.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
518.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
516.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
515.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
515.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
512.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
511.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
504.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
500.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
497.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
493.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
493.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
490.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
482.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
482.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
480.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
477.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
475.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
474.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
472.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
471.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
470.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
467.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
466.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
464.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
463.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
462.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
462.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
456.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
455.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
453.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
450.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
448.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
447.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
444.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
443.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
443.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
443.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
442.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
442.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
441.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
440.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
440.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
440.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
438.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
438.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
437.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
432.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
430.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
428.5
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
427.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
426.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
425.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
423.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
423.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
421.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
420.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
419.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
418.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
417.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
414.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
413.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
413.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
413.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
413.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
411.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
411.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
408.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
407.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
406.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
405.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
404.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
403.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
403.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
402.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
402.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
401.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
401.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
400.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
399.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
399.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
398.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
398.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
398.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
398.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
397.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
395.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
394.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
393.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
392.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
391.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
390.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
388.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
388.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
386.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
385.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
384.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
384.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
383.6
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
383.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
383.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
382.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
381.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
381.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
380.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
379.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
379.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
377.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
376.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
375.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
375.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
375.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
372.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
372.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
372.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
372.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
370.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
370.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
369.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
369.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
368.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
368.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
368.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
367.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
367.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
366.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
365.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
364.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
363.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
362.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
361.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
360.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
359.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
358.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
357.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
356.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
355.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
353.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
353.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
353.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
352.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
351.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
350.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
350.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
349.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
347.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
347.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
346.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
344.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
344.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
343.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
342.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
342.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
342.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
340.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
339.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
339.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
338.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
338.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
336.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
336.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
335.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
335.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
334.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
334.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
333.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
333.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
333.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
331.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
330.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
330.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
330.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
330.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
330.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
329.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
329.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
329.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
328.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
327.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
326.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
326.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
325.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
323.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
321.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
321.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
321.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
320.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
319.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
319.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
317.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
317.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
316.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
313.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
313.1
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
313.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
312.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
311.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
310.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
309.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
309.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
308.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
307.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
307.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
306.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
306.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
304.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
300.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
299.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
297.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
297.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
296.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
295.2
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
293.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
293.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
292.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
292.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
292.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
288.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
287.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
286.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
286.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
284.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
283.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
283.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
283.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
279.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
278.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
277.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
277.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
275.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
275.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
275.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
274.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
273.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
273.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
272.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
271.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
271.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
269.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
269.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
269.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
268.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
268.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
268.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
268.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
267.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
267.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
266.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
266.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
265.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
264.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
264.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
264.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
263.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
262.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
262.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
261.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
261.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
261.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
260.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
258.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
256.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
256.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
256.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
255.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
255.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
254.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
253.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
253.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
252.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
252.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
251.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
251.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
249.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
248.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
248.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
247.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
246.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
245.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
245.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
244.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
242.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
242.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
240.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
240.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
240.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
239.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
239.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
236.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
236.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
235.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
232.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
231.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
231.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
229.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
227.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
227.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
227.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
226.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
226.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
226.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
224.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
224.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
224.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
223.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
221.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
218.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
216.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
216.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
216.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
214.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
214.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
213.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
213.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
211.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
210.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
209.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
209.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
208.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
205.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
204.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
204.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
203.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
200.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
198.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
197.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
197.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
193.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
190.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
189.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
188.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
188.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
185.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
185.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
185.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
184.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
183.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
182.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
180.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
178.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
174.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
173.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
171.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
169.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
168.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
167.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
166.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
163.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
163.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
163.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
162.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
161.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
158.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
155.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
155.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
154.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
154.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
148.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
147.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
147.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
145.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
145.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
144.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
143.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
143.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
142.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
141.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
140.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
133.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
132.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
132.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
131.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
128.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
128.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
126.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
121.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
120.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
117.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
116.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
114.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
112.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
111.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
110.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
109.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
106.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
100.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
96.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
89.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
85.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
85.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
81.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
80.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
76.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
75.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
63.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
57.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 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.
KRT18 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
319.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
1717.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
936.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
894.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
773.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
753.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
659.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
644.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
642.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
614.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
586.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
578.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
546.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
544.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
541.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
531.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
523.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
506.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
501.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
472.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
447.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
439.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
428.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
406.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
396.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
367.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
362.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
362.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
351.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
349.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
337.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
335.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
326.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
325.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
314.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
314.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
310.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
302.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
300.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
298.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
296.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
291.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
290.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
288.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
284.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
280.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
279.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
276.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
276.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
272.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
266.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
256.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
256.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
253.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
249.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
246.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
245.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
241.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
236.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
235.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
231.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
225.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
225.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
218.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
211.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
201.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
201.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
199.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
196.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
195.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
188.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
187.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
183.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
179.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
177.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
175.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
174.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
165.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
164.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
163.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
162.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
160.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
159.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
158.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
151.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
149.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
146.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
145.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
139.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
137.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
130.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
126.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
122.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
121.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
120.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
114.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
111.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
104.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
101.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
KRT18 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
625.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
2501.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
2406.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
2307.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2284.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1999.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1955.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1895.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
1885.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1856.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1789.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1767.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
1738.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1701.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
1699.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
1692.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
1679.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1664.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1552.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1523.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
1454.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
1435.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
1413.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
1396.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1393.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
1338.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
1336.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
1308.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1271.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1197.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1178.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1144.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
1131.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
1093.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1049.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1043.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1043.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
1029.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1029.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1019.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1018.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1008.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
1007.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
1005.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
991.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
984.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
980.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
979.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
979.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
956.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
945.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
937.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
929.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
929.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
924.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
924.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
919.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
917.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
913.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
904.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
903.8
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
894.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
890.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
887.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
886.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
864.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
862.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
861.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
860.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
857.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
844.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
844.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
835.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
831.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
830.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
820.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
807.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
806.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
804.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
800.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
799.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
795.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
794.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
791.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
788.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
788.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
786.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
782.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
775.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
772.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
770.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
768.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
768.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
760.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
756.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
756.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
755.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
746.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
745.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
745.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
739.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
739.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
730.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
712.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
693.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
691.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
686.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
681.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
679.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
674.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
674.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
673.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
671.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
670.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
669.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
654.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
646.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
640.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
632.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
629.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
628.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
627.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
624.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
613.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
606.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
593.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
591.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
587.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
586.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
564.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
563.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
557.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
555.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
552.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
538.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
529.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
525.6
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
524.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
521.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
520.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
516.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
515.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
514.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
511.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
511.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
510.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
510.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
509.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
503.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
502.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
496.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
495.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
481.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
475.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
471.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
469.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
467.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
464.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
459.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
455.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
454.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
454.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
449.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
448.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
446.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
446.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
437.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
431.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
428.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
428.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
421.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
420.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
416.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
414.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
413.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
410.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
405.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
398.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
395.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
390.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
388.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
385.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
385.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
384.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
377.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
375.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
366.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
363.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
358.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
351.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
348.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
346.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
346.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
325.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
323.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
315.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
312.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
311.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
306.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
304.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
300.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
300.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
296.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
293.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
287.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
286.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
285.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
284.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
282.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
280.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
280.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
279.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
275.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
273.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
273.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
271.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
263.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
257.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
255.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
254.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
250.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
250.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
244.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
242.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
220.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
219.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
218.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
215.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
209.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
209.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
208.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
207.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
203.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
203.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
199.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
195.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
194.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
175.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
173.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
170.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
168.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
168.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
167.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
164.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
163.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
157.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
152.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
152.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
152.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
152.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
150.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
138.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
137.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
134.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
133.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
132.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
118.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
116.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
115.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
107.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
107.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
101.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
99.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
96.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
95.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
89.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
87.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
85.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
84.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
75.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
73.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
68.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
62.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
61.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
59.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
53.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
48.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
44.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
39.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
36.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
32.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
25.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
2.6
CPT0078660003
Tumor
2.1
CPT0011410003
Tumor
1.3
CPT0077110003
Tumor
0.9
CPT0078800003
Tumor
0.9
CPT0078830003
Tumor
0.9
CPT0007860003
Tumor
0.8
CPT0001180009
Tumor
0.8
CPT0084590001
Normal
0.7
CPT0088900003
Tumor
0.6
CPT0063320003
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0064370003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0012550003
Tumor
0.5
CPT0065810003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0019130003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0006530001
Normal
0.4
CPT0065870003
Tumor
0.4
CPT0079510001
Normal
0.4
CPT0001220008
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0009080003
Normal
0.3
CPT0014450004
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0012090003
Normal
0.3
CPT0000870016
Tumor
0.3
CPT0009020003
Normal
0.3
CPT0075170001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0088710001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0018250001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0071150004
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0088780001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0092190003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0012370003
Tumor
0.0
CPT0025580004
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0086370003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0007870001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0078840001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0026420001
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0026410003
Tumor
-0.1
CPT0086890003
Normal
-0.1
CPT0077310003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0079000001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0000790001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0012770003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0065690003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0006900003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0092310003
Normal
-0.2
CPT0066480003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0020130001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0079480003
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0076330003
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0081620001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0010110003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0014160003
Tumor
-0.4
CPT0020120003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0066470004
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0088630003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0092730003
Tumor
-0.4
CPT0001540009
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0092740003
Normal
-0.5
CPT0011240003
Tumor
-0.5
CPT0086360003
Tumor
-0.5
CPT0015910003
Tumor
-0.5
CPT0065930003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0088760003
Tumor
-0.5
CPT0000780007
Tumor
-0.5
CPT0015730003
Tumor
-0.6
CPT0019990003
Tumor
-0.6
CPT0006440003
Tumor
-0.6
CPT0012670003
Tumor
-0.6
CPT0075720003
Tumor
-0.6
CPT0078990003
Tumor
-0.7
CPT0025230003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0002270011
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0077490003
Tumor
-0.7
CPT0000640003
Tumor
-0.7
CPT0081600003
Tumor
-0.8
CPT0075130003
Tumor
-0.8
CPT0015810003
Tumor
-0.9
CPT0025050003
Tumor
-0.9
CPT0017410003
Tumor
-1.0
CPT0012180003
Tumor
-1.0
CPT0092290003
Tumor
-1.0
CPT0085670003
Tumor
-1.1
CPT0088550004
Tumor
-1.2
CPT0012280003
Tumor
-1.2
CPT0021240003
Tumor
-1.2
CPT0012080003
Tumor
-1.2
CPT0001340003
Tumor
-1.2
CPT0088970003
Tumor
-2.0
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
