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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.
TMEM176B 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
17.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
143.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
120.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
75.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
63.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
45.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
41.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
35.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
34.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
30.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
24.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
21.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
19.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
14.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
14.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
13.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
9.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
7.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
5.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
3.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
2.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
2.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
TMEM176B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
655.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
3388.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
1637.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
1620.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
1387.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
1382.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
1374.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
1335.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
1334.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
1326.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
1289.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
1285.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
1258.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
1233.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
1230.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
1230.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
1215.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
1209.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
1207.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
1189.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
1187.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
1175.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
1173.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
1172.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
1172.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
1153.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
1147.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1143.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1142.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
1137.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
1125.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1123.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
1102.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1090.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
1084.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
1082.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
1080.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
1072.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
1062.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1055.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
1051.1
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
1042.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
1030.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
1029.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
1021.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
1020.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1019.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
1018.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
1018.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
1017.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
1017.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
1006.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
1003.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
999.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
999.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
998.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
993.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
991.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
987.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
982.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
980.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
980.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
975.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
974.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
972.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
972.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
970.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
970.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
970.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
968.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
965.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
964.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
962.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
961.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
960.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
959.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
957.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
950.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
945.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
940.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
940.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
935.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
933.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
933.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
931.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
931.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
930.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
928.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
923.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
921.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
920.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
918.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
917.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
914.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
910.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
904.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
903.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
900.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
896.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
895.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
894.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
894.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
894.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
889.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
880.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
880.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
876.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
874.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
872.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
871.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
867.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
863.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
862.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
858.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
857.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
856.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
856.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
855.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
854.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
852.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
850.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
850.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
849.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
846.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
846.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
845.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
845.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
843.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
843.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
840.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
840.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
838.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
836.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
833.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
831.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
831.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
829.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
826.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
826.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
826.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
823.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
820.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
819.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
819.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
819.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
817.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
816.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
816.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
811.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
809.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
806.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
806.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
803.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
802.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
802.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
800.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
798.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
797.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
796.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
795.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
793.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
792.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
791.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
790.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
789.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
789.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
787.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
787.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
783.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
783.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
779.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
778.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
778.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
778.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
777.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
777.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
777.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
775.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
775.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
775.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
771.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
770.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
770.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
763.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
762.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
762.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
762.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
761.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
761.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
760.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
759.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
757.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
757.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
757.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
756.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
755.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
755.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
755.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
755.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
751.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
749.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
746.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
745.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
745.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
742.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
741.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
738.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
738.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
737.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
736.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
733.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
732.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
729.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
727.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
727.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
727.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
725.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
724.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
723.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
721.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
719.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
718.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
717.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
716.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
715.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
713.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
713.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
712.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
711.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
705.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
704.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
703.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
703.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
703.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
702.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
698.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
697.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
697.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
697.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
696.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
696.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
692.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
692.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
690.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
689.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
685.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
685.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
684.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
682.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
680.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
676.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
675.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
669.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
667.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
666.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
666.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
666.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
666.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
661.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
660.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
659.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
659.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
658.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
657.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
656.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
652.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
651.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
651.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
650.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
649.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
647.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
643.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
643.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
641.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
640.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
640.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
639.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
637.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
637.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
634.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
633.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
631.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
631.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
630.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
630.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
630.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
628.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
628.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
627.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
624.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
620.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
619.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
614.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
614.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
614.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
612.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
612.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
605.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
605.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
604.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
603.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
602.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
600.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
597.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
596.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
596.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
596.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
594.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
594.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
592.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
588.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
583.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
583.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
581.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
581.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
579.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
578.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
577.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
577.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
573.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
571.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
568.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
568.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
568.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
567.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
566.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
566.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
565.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
564.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
563.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
561.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
561.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
561.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
560.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
557.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
556.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
555.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
554.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
553.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
553.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
549.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
548.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
546.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
546.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
544.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
543.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
543.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
539.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
539.7
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
537.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
534.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
534.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
532.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
531.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
530.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
530.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
529.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
525.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
524.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
524.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
523.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
522.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
521.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
521.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
513.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
510.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
509.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
508.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
508.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
506.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
497.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
497.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
495.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
495.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
495.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
493.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
492.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
489.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
488.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
487.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
484.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
484.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
480.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
476.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
476.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
476.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
475.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
474.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
471.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
471.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
469.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
469.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
467.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
465.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
462.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
461.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
459.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
459.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
457.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
456.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
453.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
453.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
450.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
445.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
444.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
442.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
440.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
440.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
438.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
434.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
431.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
430.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
429.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
424.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
421.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
419.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
418.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
417.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
416.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
414.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
408.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
406.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
403.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
402.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
402.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
402.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
400.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
399.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
398.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
387.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
387.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
378.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
375.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
375.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
375.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
368.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
365.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
364.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
363.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
360.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
356.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
355.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
354.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
352.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
352.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
348.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
347.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
347.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
339.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
338.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
336.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
332.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
324.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
317.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
312.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
306.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
302.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
302.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
298.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
290.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
286.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
280.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
279.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
276.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
267.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
261.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
261.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
258.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
256.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
254.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
248.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
241.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
239.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
224.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
221.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
220.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
219.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
217.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
215.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
215.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
187.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
181.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
178.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
177.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
174.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
174.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
170.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
166.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
156.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
155.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
152.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
145.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
134.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
133.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
132.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
132.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
131.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
127.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
103.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
95.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
89.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
89.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
80.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
80.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
78.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
59.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
54.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
42.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
11.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
10.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
2.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 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.
TMEM176B 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
692.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
1427.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
1347.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
1235.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
1206.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
1178.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
1142.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
1128.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
1126.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
1072.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
1072.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
1051.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
991.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
978.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
958.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
951.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
946.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
933.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
933.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
912.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
902.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
897.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
881.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
876.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
875.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
872.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
866.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
854.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
836.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
831.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
821.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
819.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
811.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
806.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
806.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
800.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
797.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
777.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
775.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
762.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
749.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
745.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
737.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
721.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
718.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
709.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
701.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
701.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
699.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
698.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
690.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
680.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
632.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
626.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
618.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
613.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
609.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
607.1
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
597.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
597.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
595.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
595.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
592.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
590.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
587.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
585.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
583.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
579.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
570.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
569.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
569.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
564.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
549.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
545.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
544.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
528.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
527.3
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
514.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
499.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
496.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
490.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
490.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
464.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
455.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
446.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
436.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
422.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
421.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
417.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
405.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
385.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
381.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
354.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
337.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
274.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
271.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
228.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
220.4
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.
TMEM176B 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
768.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2349.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
2190.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
2039.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1876.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1744.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
1741.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1723.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
1592.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
1587.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
1579.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
1555.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
1534.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1491.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
1485.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1485.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
1472.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
1470.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
1467.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
1451.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
1449.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1445.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
1416.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
1413.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1405.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
1367.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1364.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
1346.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
1327.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
1322.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1319.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1311.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
1269.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1259.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1255.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
1239.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
1229.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1220.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1217.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
1213.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
1202.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1200.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
1197.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1197.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
1191.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
1182.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
1180.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
1176.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
1159.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1142.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
1137.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
1136.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
1132.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
1131.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
1130.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
1129.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1121.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
1100.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
1094.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
1092.8
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
1067.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1066.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
1051.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
1046.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
1046.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
1042.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1036.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
1032.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
1032.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
1021.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
1010.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
998.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
989.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
983.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
982.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
981.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
979.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
979.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
971.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
969.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
969.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
964.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
954.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
952.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
952.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
952.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
950.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
950.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
945.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
943.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
936.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
927.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
926.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
925.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
924.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
921.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
917.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
915.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
913.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
903.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
901.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
899.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
893.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
892.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
892.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
882.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
876.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
872.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
864.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
862.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
857.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
857.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
856.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
856.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
854.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
852.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
850.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
847.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
845.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
845.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
840.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
838.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
828.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
826.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
814.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
813.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
812.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
806.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
805.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
800.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
797.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
788.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
786.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
786.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
782.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
775.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
774.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
773.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
760.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
760.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
758.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
745.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
740.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
736.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
735.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
735.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
731.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
731.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
722.6
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
718.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
712.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
708.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
708.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
705.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
698.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
696.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
693.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
691.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
691.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
684.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
684.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
678.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
675.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
674.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
672.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
668.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
665.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
665.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
660.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
658.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
656.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
652.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
645.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
636.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
630.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
630.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
629.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
629.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
629.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
625.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
622.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
611.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
608.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
608.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
607.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
599.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
591.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
586.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
584.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
573.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
570.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
563.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
556.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
546.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
544.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
542.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
539.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
538.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
529.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
529.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
529.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
521.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
520.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
518.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
497.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
492.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
492.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
489.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
489.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
485.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
483.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
481.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
476.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
475.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
474.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
465.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
458.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
452.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
447.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
441.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
436.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
422.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
422.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
410.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
404.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
404.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
402.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
402.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
388.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
387.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
384.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
381.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
373.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
372.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
368.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
368.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
357.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
349.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
338.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
337.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
337.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
337.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
336.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
335.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
304.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
302.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
300.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
279.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
272.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
271.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
261.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
255.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
253.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
248.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
246.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
244.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
238.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
174.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
171.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
169.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
154.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
151.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
150.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
133.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
127.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
120.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
107.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
102.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
96.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
69.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
47.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
46.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
34.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
26.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
18.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
15.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
15.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079410003
Tumor
1.3
CPT0078800003
Tumor
1.2
CPT0012280003
Tumor
1.1
CPT0019130003
Tumor
1.0
CPT0001350001
Normal
0.9
CPT0026420001
Normal
0.8
CPT0086950003
Tumor
0.8
CPT0014450004
Tumor
0.8
CPT0065430003
Tumor
0.7
CPT0088710001
Normal
0.6
CPT0023350003
Tumor
0.6
CPT0088480003
Tumor
0.6
CPT0025880003
Tumor
0.6
CPT0088920001
Normal
0.6
CPT0007320003
Tumor
0.5
CPT0063640001
Normal
0.5
CPT0075130003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0069000003
Tumor
0.4
CPT0086370003
Normal
0.4
CPT0092800003
Normal
0.4
CPT0086970003
Normal
0.4
CPT0015810003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0078530001
Normal
0.4
CPT0079230003
Tumor
0.4
CPT0089480003
Normal
0.3
CPT0092740003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0002350011
Tumor
0.3
CPT0013790003
Normal
0.3
CPT0088780001
Normal
0.3
CPT0085670003
Tumor
0.3
CPT0012290003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0026410003
Tumor
0.2
CPT0006950001
Normal
0.2
CPT0075570001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0001190001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0014350001
Normal
0.2
CPT0001220008
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0006530001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0088570001
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0088500001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0086830003
Normal
0.1
CPT0079000001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0088970003
Tumor
0.1
CPT0065870003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0018250001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0012770003
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0069010001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0007470001
Normal
-0.1
CPT0078990003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0010120001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0012370003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0015730003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0025920001
Normal
-0.2
CPT0009060003
Tumor
-0.2
CPT0012920003
Normal
-0.2
CPT0071150004
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0007870001
Normal
-0.2
CPT0025350003
Tumor
-0.2
CPT0079510001
Normal
-0.2
CPT0092730003
Tumor
-0.2
CPT0063330001
Normal
-0.3
CPT0006900003
Tumor
-0.3
CPT0023360001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0024670003
Tumor
-0.3
CPT0092190003
Normal
-0.3
CPT0086870003
Tumor
-0.3
CPT0088900003
Tumor
-0.3
CPT0012080003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012570003
Normal
-0.4
CPT0006440003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0082010001
Normal
-0.4
CPT0088630003
Tumor
-0.4
CPT0088690003
Tumor
-0.4
CPT0009080003
Normal
-0.4
CPT0015910003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0081990003
Tumor
-0.5
CPT0069160003
Tumor
-0.5
CPT0001550001
Normal
-0.5
CPT0025170003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0025290003
Tumor
-0.6
CPT0012640003
Normal
-0.6
CPT0065810003
Tumor
-0.6
CPT0002370001
Normal
-0.6
CPT0010160003
Tumor
-0.7
CPT0065930003
Tumor
-0.7
CPT0020120003
Tumor
-0.7
CPT0086030003
Tumor
-0.7
CPT0009020003
Normal
-0.7
CPT0077490003
Tumor
-0.7
CPT0079300001
Normal
-0.7
CPT0012670003
Tumor
-0.7
CPT0007860003
Tumor
-0.8
CPT0089020003
Tumor
-0.8
CPT0011240003
Tumor
-0.8
CPT0014470001
Normal
-0.9
CPT0065690003
Tumor
-0.9
CPT0012900004
Tumor
-0.9
CPT0089460004
Tumor
-0.9
CPT0064370003
Tumor
-0.9
CPT0017410003
Tumor
-0.9
CPT0006630003
Tumor
-0.9
CPT0076330003
Tumor
-1.0
CPT0011410003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0078930003
Tumor
-1.0
CPT0075560003
Tumor
-1.0
CPT0009000003
Tumor
-1.0
CPT0019990003
Tumor
-1.0
CPT0000780007
Tumor
-1.1
CPT0081880003
Tumor
-1.1
CPT0092790003
Tumor
-1.1
CPT0017850003
Tumor
-1.1
CPT0066480003
Tumor
-1.4
CPT0014160003
Tumor
-1.5
CPT0088760003
Tumor
-1.5
CPT0012550003
Tumor
-1.7
CPT0021240003
Tumor
-1.7
CPT0092290003
Tumor
-1.8
CPT0078510003
Tumor
-2.0
CPT0066470004
Tumor
-2.4
CPT0079180003
Tumor
-3.3
CPT0078660003
Tumor
-3.3
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
