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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT18 is potential prognostic, high expression is unfavorable in Lung Adenocarcinoma (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
778.1
Number of samples
497
Samples
Sample
Description
TPM
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
9873.5
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
5991.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
4608.7
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
4132.2
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
3209.2
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
3076.6
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
2922.8
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
2893.5
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
2392.8
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
2185.2
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
2127.9
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
2100.2
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
2060.9
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
1986.7
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
1965.4
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
1963.6
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
1954.0
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
1921.7
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
1856.5
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1836.9
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
1829.9
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
1829.8
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
1826.2
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
1813.1
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
1804.5
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1802.3
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
1781.8
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
1773.6
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
1764.6
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
1675.3
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
1663.9
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1615.8
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
1599.5
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
1564.3
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1534.1
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
1524.4
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
1520.3
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
1505.0
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
1499.1
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
1496.1
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
1489.5
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
1484.2
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1427.4
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1421.3
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
1401.6
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
1391.4
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
1376.6
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
1366.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
1365.5
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
1359.6
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
1351.0
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
1346.5
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
1339.3
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
1328.2
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
1320.2
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
1309.6
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
1301.2
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
1296.6
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
1294.8
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
1286.2
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
1265.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
1245.1
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
1242.3
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
1233.8
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
1229.1
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
1227.9
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
1217.4
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
1211.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
1210.6
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
1209.2
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
1198.3
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
1196.9
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
1181.8
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
1175.3
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
1172.2
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1167.8
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
1163.8
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
1150.7
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
1134.2
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
1134.2
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1131.1
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
1128.5
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
1119.8
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
1111.1
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
1106.9
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1103.4
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1089.0
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
1079.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
1077.8
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
1075.4
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
1071.6
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
1068.9
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
1064.8
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
1064.1
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
1055.5
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
1052.6
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
1049.9
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
1045.6
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
1028.2
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
1022.9
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
1016.9
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
1015.8
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
1013.6
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
1012.1
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
1011.8
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
1006.3
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
997.8
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
993.1
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
987.3
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
984.5
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
968.5
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
952.8
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
952.8
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
952.1
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
942.4
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
939.5
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
933.1
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
932.8
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
926.8
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
920.7
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
911.6
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
908.0
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
905.6
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
905.4
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
903.5
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
899.7
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
898.5
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
898.0
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
886.2
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
884.5
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
878.5
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
877.2
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
876.5
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
875.7
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
875.2
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
873.7
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
869.5
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
868.5
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
866.9
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
861.8
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
860.6
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
860.0
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
859.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
858.4
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
854.7
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
852.5
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
851.6
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
845.0
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
844.9
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
843.2
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
842.4
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
838.9
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
836.4
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
835.6
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
828.4
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
821.3
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
816.0
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
815.7
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
810.9
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
807.3
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
806.2
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
805.0
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
803.2
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
800.7
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
799.3
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
797.8
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
793.2
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
792.0
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
790.0
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
789.6
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
788.9
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
786.8
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
783.6
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
782.0
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
778.2
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
776.8
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
776.7
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
773.3
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
768.6
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
766.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
765.3
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
762.3
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
761.7
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
758.6
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
754.6
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
754.4
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
753.2
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
752.2
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
751.3
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
751.2
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
748.3
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
747.8
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
742.7
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
741.9
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
740.8
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
738.3
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
737.6
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
735.7
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
735.4
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
732.0
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
731.9
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
731.2
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
727.3
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
726.9
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
722.6
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
722.3
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
721.4
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
717.7
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
717.6
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
715.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
709.4
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
709.1
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
708.0
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
694.1
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
693.1
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
690.8
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
688.1
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
687.4
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
686.6
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
680.4
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
677.8
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
676.7
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
673.2
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
672.2
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
669.0
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
661.6
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
660.0
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
657.4
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
655.5
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
650.4
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
648.9
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
647.1
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
641.4
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
641.4
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
641.3
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
640.1
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
639.9
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
639.5
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
637.4
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
636.0
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
635.7
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
631.5
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
617.6
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
617.0
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
616.8
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
616.7
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
613.6
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
610.2
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
609.4
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
608.6
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
607.7
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
605.7
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
602.7
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
599.3
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
598.5
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
596.8
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
596.8
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
596.4
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
595.0
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
592.9
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
592.7
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
591.8
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
591.6
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
590.2
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
588.4
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
583.5
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
583.4
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
581.6
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
580.4
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
578.7
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
578.4
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
578.1
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
576.0
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
576.0
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
574.5
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
573.8
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
571.5
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
567.3
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
565.7
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
564.3
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
563.4
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
562.8
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
557.6
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
557.1
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
556.4
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
555.0
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
554.0
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
553.9
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
548.4
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
548.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
547.8
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
547.1
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
546.3
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
544.4
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
543.6
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
542.3
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
535.3
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
534.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
533.1
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
532.9
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
532.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
532.0
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
529.8
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
527.9
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
525.3
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
523.1
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
522.6
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
521.0
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
520.0
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
519.8
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
517.0
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
516.9
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
516.3
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
511.8
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
510.8
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
508.6
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
508.5
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
508.3
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
499.8
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
499.1
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
498.8
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
498.1
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
493.1
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
492.7
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
491.1
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
490.3
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
489.0
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
488.7
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
488.2
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
482.4
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
480.0
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
477.1
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
476.5
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
475.7
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
475.5
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
474.8
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
473.4
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
472.6
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
472.3
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
472.2
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
472.0
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
471.6
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
468.3
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
465.5
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
463.3
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
462.2
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
457.4
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
457.3
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
457.0
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
454.0
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
450.0
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
446.7
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
445.8
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
441.1
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
440.8
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
440.4
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
439.7
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
438.0
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
437.5
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
437.4
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
435.3
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
431.4
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
430.3
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
429.6
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
429.1
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
429.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
428.4
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
426.7
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
424.1
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
423.8
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
420.5
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
420.0
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
418.4
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
416.5
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
412.9
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
412.7
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
411.9
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
410.1
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
409.2
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
408.2
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
406.5
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
406.1
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
405.8
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
398.0
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
396.5
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
395.4
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
393.7
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
391.0
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
388.7
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
388.5
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
384.1
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
383.2
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
382.7
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
379.6
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
379.3
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
377.8
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
376.1
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
373.5
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
372.0
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
370.5
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
370.1
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
369.2
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
368.5
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
367.7
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
367.0
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
364.6
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
363.2
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
363.1
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
363.0
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
361.7
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
361.6
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
358.8
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
358.8
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
356.4
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
354.0
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
352.8
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
352.6
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
350.8
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
350.1
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
349.2
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
348.8
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
348.8
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
347.4
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
345.4
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
343.3
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
342.7
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
341.5
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
338.3
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
338.2
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
336.5
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
335.1
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
334.1
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
327.3
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
327.1
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
322.7
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
322.5
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
322.4
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
322.2
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
320.2
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
317.8
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
316.8
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
310.9
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
309.0
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
308.0
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
307.6
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
305.8
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
302.0
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
300.7
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
297.0
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
296.4
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
296.3
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
295.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
295.3
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
295.0
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
287.2
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
286.6
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
282.6
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
280.9
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
277.0
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
272.4
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
267.3
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
265.3
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
264.1
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
261.2
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
255.8
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
255.7
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
255.4
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
249.6
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
249.5
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
249.5
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
247.1
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
244.7
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
243.5
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
242.3
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
239.6
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
235.1
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
233.8
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
230.7
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
229.1
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
225.3
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
221.4
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
209.3
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
204.8
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
202.2
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
191.1
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
189.2
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
178.8
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
177.2
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
176.4
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
163.4
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
160.8
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
158.7
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
148.8
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
133.9
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
131.2
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT18 is not prognostic in Lung Adenocarcinoma (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
405.3
Number of samples
105
Samples
Sample
Description
TPM
L662
0 years, male, stage:Stage IA, dead, 865 days
1511.9
L703
0 years, male, stage:Stage IIA, dead, 1137 days
1094.1
L446
0 years, female, stage:Stage IIB, dead, 415 days
952.3
L607
0 years, male, stage:Stage IB, alive, 2572 days
774.1
L462
0 years, male, stage:Stage IIIA, dead, 568 days
769.9
L842
0 years, female, stage:Stage IB, alive, 2005 days
753.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
739.4
L638
0 years, male, stage:Stage IA, alive, 2076 days
698.0
L551
0 years, male, stage:Stage IA, alive, 2924 days
668.4
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
661.3
L867
0 years, female, stage:Stage IIIA, dead, 317 days
659.6
L879
0 years, male, stage:Stage IV, dead, 873 days
621.1
L890
0 years, female, stage:Stage IIB, dead, 1264 days
613.3
L710
0 years, female, stage:Stage IIA, alive, 1775 days
601.1
L532
0 years, female, stage:Stage IA, dead, 301 days
591.3
L546
0 years, male, stage:Stage IA, dead, 973 days
590.4
L557
0 years, female, stage:Stage IB, alive, 2580 days
590.0
L603
0 years, female, stage:Stage IB, dead, 972 days
588.0
L561
0 years, female, stage:Stage IA, alive, 2543 days
578.0
L601
0 years, male, stage:Stage IB, dead, 2068 days
564.1
L850
0 years, male, stage:Stage IIIA, dead, 997 days
548.7
L504
0 years, female, stage:Stage IA, dead, 1295 days
529.6
L731
0 years, female, stage:Stage IA, dead, 964 days
498.2
L543
0 years, male, stage:Stage IA, alive, 2711 days
495.7
L682
0 years, female, stage:Stage IIB, dead, 840 days
486.4
L810
0 years, female, stage:Stage IIIA, dead, 625 days
474.4
L887
0 years, male, stage:Stage IA, dead, 374 days
473.6
L458
0 years, female, stage:Stage IA, dead, 223 days
473.6
L531
0 years, male, stage:Stage IB, dead, 928 days
466.9
L439
0 years, male, stage:Stage IIB, dead, 2773 days
464.1
L773
0 years, female, stage:Stage IV, dead, 311 days
458.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
457.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
452.4
L484
0 years, female, stage:Stage IA, alive, 2895 days
450.8
L880
0 years, female, stage:Stage IA, alive, 1767 days
449.1
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
435.0
L808
0 years, female, stage:Stage IA, alive, 3001 days
424.4
L541
0 years, female, stage:Stage IIIA, dead, 915 days
421.7
L832
0 years, female, stage:Stage IA, alive, 2145 days
421.6
L782
0 years, female, stage:Stage IIB, alive, 3371 days
417.7
L673
0 years, female, stage:Stage IA, dead, 568 days
414.9
L620
0 years, female, stage:Stage IIIA, dead, 338 days
412.8
L617
0 years, male, stage:Stage IIIA, dead, 238 days
407.7
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
386.8
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
386.4
L493
0 years, female, stage:Stage IIB, alive, 2945 days
383.2
L602
0 years, female, stage:Stage IA, alive, 2277 days
379.1
L678
0 years, female, stage:Stage IB, dead, 1114 days
376.9
L735
0 years, female, stage:Stage IA, alive, 1830 days
373.2
L565
0 years, female, stage:Stage IB, dead, 543 days
370.4
L828
0 years, female, stage:Stage IIB, alive, 2222 days
369.4
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
363.7
L768
0 years, male, stage:Stage IIIA, dead, 472 days
363.0
L766
0 years, male, stage:Stage IB, alive, 1793 days
362.1
L440
0 years, male, stage:Stage IIB, dead, 651 days
355.9
L871
0 years, male, stage:Stage IB, dead, 873 days
354.5
L749
0 years, female, stage:Stage IIIA, dead, 189 days
349.1
L545
0 years, female, stage:Stage IA, alive, 2874 days
348.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
347.2
L873
0 years, female, stage:Stage IA, alive, 1740 days
341.9
L663
0 years, female, stage:Stage IB, alive, 2018 days
341.9
L656
0 years, male, stage:Stage IA, alive, 2227 days
340.2
L616
0 years, male, stage:Stage IA, dead, 410 days
324.1
L613
0 years, male, stage:Stage IIIA, dead, 19 days
323.2
L816
0 years, female, stage:Stage IIA, dead, 353 days
323.2
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
315.4
L826
0 years, female, stage:Stage IV, dead, 935 days
312.0
L530
0 years, female, stage:Stage IIA, dead, 308 days
310.3
L689
0 years, male, stage:Stage IA, alive, 1943 days
310.1
L404
0 years, female, stage:Stage IIA, dead, 2318 days
309.7
L683
0 years, female, stage:Stage IIA, dead, 612 days
307.4
L596
0 years, female, stage:Stage IA, alive, 2319 days
301.8
L831
0 years, female, stage:Stage IB, alive, 2152 days
301.4
L630
0 years, female, stage:Stage IA, dead, 1733 days
294.5
L877
0 years, female, stage:Stage IA, alive, 1599 days
292.0
L885
0 years, female, stage:Stage IA, alive, 1618 days
284.3
L585
0 years, female, stage:Stage IIA, dead, 402 days
283.8
L802
0 years, female, stage:Stage IA, dead, 773 days
283.1
L413
0 years, female, stage:Stage IIIA, dead, 313 days
275.2
L738
0 years, female, stage:Stage IB, dead, 1314 days
260.2
L400
0 years, male, stage:Stage IIA, dead, 1233 days
255.2
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
254.8
L725
0 years, female, stage:Stage IA, alive, 1830 days
253.8
L688
0 years, male, stage:Stage IIIA, dead, 789 days
244.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
243.8
L606
0 years, male, stage:Stage IA, alive, 2336 days
231.5
L605
0 years, female, stage:Stage IA, alive, 2460 days
224.9
L566
0 years, male, stage:Stage IB, alive, 2489 days
224.6
L455
0 years, female, stage:Stage IA, alive, 3315 days
221.4
L473
0 years, female, stage:Stage IA, alive, 3021 days
218.6
L599
0 years, male, stage:Stage IB, dead, 2083 days
217.6
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
209.8
L838
0 years, female, stage:Stage IA, dead, 1005 days
205.2
L593
0 years, male, stage:Stage IA, dead, 2436 days
195.7
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
195.3
L865
0 years, female, stage:Stage IIB, alive, 1927 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT18 is not prognostic in Lung Squamous 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
345.0
Number of samples
489
Samples
Sample
Description
TPM
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
5223.6
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
2462.4
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
2286.1
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
2119.7
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
1939.9
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
1702.9
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
1660.6
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
1646.7
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
1554.3
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
1164.6
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1154.4
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
1153.1
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
1146.4
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
1119.7
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
1100.3
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
1085.1
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
1051.2
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1040.4
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
1011.7
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
981.4
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
970.4
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
933.3
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
911.3
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
902.4
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
890.9
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
880.7
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
875.2
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
861.5
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
857.9
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
857.7
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
854.7
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
842.3
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
840.9
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
839.1
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
774.4
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
770.8
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
767.8
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
753.5
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
744.7
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
744.2
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
739.8
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
726.2
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
721.5
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
717.6
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
711.1
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
708.2
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
707.5
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
703.1
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
692.6
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
685.5
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
634.2
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
626.9
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
621.9
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
618.9
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
617.1
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
614.1
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
596.4
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
592.1
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
588.8
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
585.9
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
582.5
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
566.3
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
564.0
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
541.4
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
535.8
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
535.6
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
525.8
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
523.4
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
522.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
517.8
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
513.1
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
512.2
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
511.9
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
511.2
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
505.4
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
500.9
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
498.9
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
495.1
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
488.4
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
483.6
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
478.6
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
478.1
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
475.3
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
472.4
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
472.4
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
470.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
469.8
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
459.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
459.7
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
456.3
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
450.5
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
446.9
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
446.6
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
444.8
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
444.2
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
442.1
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
441.3
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
441.3
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
440.1
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
439.9
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
438.3
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
436.2
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
435.8
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
434.6
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
430.9
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
430.6
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
429.5
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
428.7
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
423.5
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
422.6
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
421.4
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
421.1
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
418.9
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
418.4
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
416.9
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
415.1
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
414.6
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
413.5
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
412.6
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
411.5
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
408.7
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
408.0
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
396.3
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
395.7
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
394.6
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
394.1
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
392.8
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
392.8
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
391.8
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
389.7
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
386.2
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
385.4
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
384.7
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
382.1
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
378.5
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
376.9
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
375.9
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
373.6
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
373.3
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
371.3
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
371.3
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
370.2
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
363.3
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
361.6
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
359.2
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
359.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
357.5
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
355.2
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
352.8
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
352.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
351.5
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
351.5
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
351.4
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
349.3
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
348.3
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
340.7
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
340.2
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
339.9
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
338.1
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
337.8
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
331.5
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
331.1
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
329.0
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
325.9
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
323.9
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
321.8
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
321.4
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
321.1
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
320.4
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
320.2
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
319.3
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
318.3
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
317.1
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
317.0
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
316.5
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
316.4
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
315.6
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
315.4
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
315.3
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
312.8
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
312.5
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
312.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
311.9
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
311.0
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
306.4
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
306.2
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
303.5
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
301.5
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
296.3
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
295.8
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
294.4
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
293.9
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
293.2
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
292.8
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
292.1
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
291.9
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
291.0
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
288.1
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
287.7
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
285.7
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
285.3
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
285.2
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
281.9
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
281.9
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
279.9
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
279.4
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
279.2
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
277.5
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
274.9
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
274.6
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
273.7
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
273.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
272.7
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
271.3
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
270.1
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
267.9
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
267.6
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
267.4
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
265.9
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
265.7
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
265.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
264.9
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
264.9
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
264.5
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
261.6
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
260.3
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
259.5
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
258.5
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
258.1
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
258.0
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
257.2
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
256.0
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
256.0
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
254.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
253.9
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
252.0
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
251.4
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
250.7
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
250.6
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
250.3
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
247.7
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
247.5
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
247.4
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
247.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
247.0
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
246.7
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
246.2
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
246.2
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
245.9
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
245.7
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
245.0
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
243.9
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
243.7
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
242.8
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
240.6
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
240.1
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
239.0
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
238.7
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
238.0
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
237.9
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
237.8
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
237.7
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
235.6
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
235.4
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
235.2
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
235.2
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
233.2
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
232.7
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
232.2
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
231.8
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
231.7
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
228.6
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
228.5
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
227.7
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
227.0
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
225.4
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
221.5
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
220.0
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
219.2
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
218.6
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
218.5
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
217.9
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
215.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
214.3
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
212.8
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
212.4
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
211.5
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
211.5
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
211.2
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
210.9
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
210.8
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
210.4
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
210.1
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
209.9
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
209.4
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
208.3
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
207.2
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
206.6
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
206.4
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
205.6
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
205.3
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
204.9
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
203.8
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
203.7
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
203.4
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
202.5
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
202.3
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
200.8
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
200.1
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
199.8
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
198.6
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
196.9
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
196.4
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
195.6
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
195.5
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
195.0
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
194.5
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
194.4
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
194.2
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
193.3
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
193.0
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
192.9
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
191.9
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
191.4
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
190.8
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
189.5
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
189.2
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
188.9
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
188.6
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
187.8
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
187.6
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
187.3
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
187.1
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
186.7
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
186.4
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
185.7
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
185.5
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
182.9
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
182.1
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
180.8
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
179.5
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
179.1
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
178.3
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
178.1
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
178.0
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
177.3
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
177.1
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
176.1
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
176.0
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
175.2
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
175.0
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
174.7
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
174.5
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
174.4
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
174.0
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
172.7
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
172.6
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
172.6
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
170.8
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
170.5
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
170.0
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
169.2
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
168.5
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
166.6
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
165.7
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
165.3
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
163.9
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
163.5
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
163.0
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
162.6
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
162.4
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
161.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
161.3
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
159.7
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
158.9
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
158.7
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
158.1
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
158.0
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
157.9
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
157.9
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
157.3
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
156.7
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
156.5
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
156.1
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
155.1
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
153.7
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
152.0
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
151.3
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
151.2
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
149.6
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
148.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
148.3
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
148.1
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
146.4
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
146.1
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
145.8
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
145.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
145.3
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
143.6
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
143.4
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
141.8
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
140.4
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
140.2
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
139.3
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
137.3
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
137.2
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
136.4
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
136.3
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
136.0
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
135.5
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
135.2
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
134.7
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
134.4
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
133.8
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
133.6
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
133.5
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
132.7
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
131.6
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
130.3
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
129.3
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
129.1
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
129.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
129.0
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
128.4
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
126.5
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
126.2
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
124.1
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
123.9
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
122.4
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
121.8
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
121.8
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
121.5
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
121.2
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
121.0
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
120.4
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
119.3
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
118.5
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
117.8
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
116.5
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
115.6
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
115.5
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
114.2
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
113.5
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
112.1
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
109.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
107.3
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
106.3
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
104.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
103.4
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
102.9
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
102.0
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
100.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
99.6
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
94.6
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
93.2
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
91.9
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
91.4
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
90.4
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
86.7
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
86.2
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
85.6
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
83.2
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
80.6
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
78.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
78.1
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
76.0
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
74.6
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
74.4
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
73.2
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
71.9
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
70.4
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
70.4
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
70.2
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
69.2
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
68.4
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
63.2
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
62.4
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
61.0
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
57.4
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
54.9
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
53.8
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
51.1
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
47.2
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
46.9
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
42.4
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
36.3
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
35.8
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
34.6
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KRT18 is not prognostic in Lung Squamous 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
176.2
Number of samples
68
Samples
Sample
Description
TPM
L586
0 years, male, stage:Stage IIA, dead, 784 days
844.6
L464
0 years, male, stage:Stage IB, dead, 1935 days
481.3
L592
0 years, male, stage:Stage IB, alive, 2368 days
445.2
L539
0 years, male, stage:Stage IB, dead, 370 days
442.5
L563
0 years, female, stage:Stage IIB, dead, 1216 days
430.8
L756
0 years, male, stage:Stage IB, alive, 1796 days
386.3
L712
0 years, male, stage:Stage IA, alive, 1698 days
379.3
L559
0 years, male, stage:Stage IIB, alive, 2615 days
352.5
L529
0 years, female, stage:Stage IA, alive, 2775 days
347.9
L820
0 years, female, stage:Stage IA, alive, 2405 days
284.2
L854
0 years, female, stage:Stage IB, alive, 2256 days
271.7
L444
0 years, female, stage:Stage IIB, alive, 3337 days
247.7
L652
0 years, male, stage:Stage IA, dead, 5 days
247.7
L852
0 years, male, stage:Stage IB, dead, 700 days
239.2
L468
0 years, male, stage:Stage IB, alive, 3004 days
220.7
L858
0 years, female, stage:Stage IIB, dead, 558 days
220.5
L644
0 years, male, stage:Stage IA, dead, 282 days
217.9
L642
0 years, male, stage:Stage IB, dead, 1167 days
197.2
L824
0 years, male, stage:Stage IA, dead, 665 days
192.7
L658
0 years, female, stage:Stage IIB, alive, 2083 days
191.9
L568
0 years, female, stage:Stage IIB, dead, 71 days
185.3
L860
0 years, male, stage:Stage IA, alive, 2056 days
181.8
L604
0 years, male, stage:Stage IIA, dead, 286 days
181.8
L856
0 years, male, stage:Stage IA, dead, 1465 days
175.9
L661
0 years, male, stage:Stage IA, dead, 1123 days
173.2
L483
0 years, male, stage:Stage IB, dead, 77 days
172.3
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
168.0
L472
0 years, male, stage:Stage IB, dead, 423 days
163.2
L488
0 years, female, stage:Stage IIA, alive, 2993 days
154.9
L655
0 years, male, stage:Stage IIA, dead, 1603 days
153.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
144.6
L747
0 years, female, stage:Stage IA, dead, 1112 days
144.5
L633
0 years, female, stage:Stage IA, alive, 2102 days
135.2
L456
0 years, male, stage:Stage IIA, dead, 1660 days
132.7
L466
0 years, female, stage:Stage IIIA, dead, 412 days
132.5
L744
0 years, male, stage:Stage IA, alive, 1614 days
130.8
L406
0 years, male, stage:Stage IA, alive, 3057 days
130.3
L457
0 years, female, stage:Stage IIA, alive, 2901 days
125.1
L857
0 years, male, stage:Stage IB, dead, 226 days
124.7
L753
0 years, male, stage:Stage IIA, alive, 1705 days
123.5
L719
0 years, male, stage:Stage IB, alive, 1615 days
119.4
L534
0 years, male, stage:Stage IIA, alive, 2693 days
111.9
L886
0 years, male, stage:Stage IB, dead, 1932 days
106.9
L723
0 years, male, stage:Stage IIA, dead, 433 days
104.8
L496
0 years, male, stage:Stage IB, alive, 2761 days
104.1
L767
0 years, male, stage:Stage IA, alive, 1718 days
103.7
L420
0 years, female, stage:Stage IIB, dead, 295 days
99.4
L788
0 years, female, stage:Stage IA, alive, 3385 days
98.7
L447
0 years, male, stage:Stage IIB, alive, 3203 days
98.3
L442
0 years, female, stage:Stage IB, dead, 2433 days
95.3
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
93.3
L755
0 years, male, stage:Stage IIA, dead, 227 days
91.9
L470
0 years, female, stage:Stage IB, dead, 1774 days
88.7
L736
0 years, male, stage:Stage IA, dead, 1195 days
86.7
L715
0 years, female, stage:Stage IIIA, dead, 150 days
86.6
L739
0 years, female, stage:Stage IIIA, dead, 352 days
85.0
L758
0 years, male, stage:Stage IA, dead, 1562 days
82.9
L650
0 years, female, stage:Stage IB, dead, 986 days
78.9
L818
0 years, male, stage:Stage IB, alive, 2480 days
73.5
L864
0 years, female, stage:Stage IA, alive, 2192 days
72.8
L608
0 years, male, stage:Stage IA, alive, 2350 days
72.2
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
69.1
L490
0 years, male, stage:Stage IA, dead, 716 days
67.7
L881
0 years, male, stage:Stage IB, alive, 1752 days
56.7
L572
0 years, male, stage:Stage IA, alive, 2532 days
51.2
L884
0 years, male, stage:Stage IIA, alive, 1627 days
48.8
L760
0 years, male, stage:Stage IIA, alive, 1895 days
46.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
11.6
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0066780003
Tumor
1.3
CPT0068610003
Tumor
1.2
CPT0092240003
Tumor
1.2
CPT0008450003
Tumor
1.1
CPT0091240003
Tumor
1.1
CPT0113210003
Tumor
1.0
CPT0113990003
Tumor
1.0
CPT0069360003
Tumor
1.0
CPT0083780003
Tumor
1.0
CPT0105270003
Tumor
1.0
CPT0147980004
Tumor
0.9
CPT0118620003
Tumor
0.9
CPT0090340003
Tumor
0.9
CPT0106110003
Tumor
0.8
CPT0067940003
Tumor
0.8
CPT0118880003
Tumor
0.8
CPT0001800013
Tumor
0.8
CPT0097580003
Tumor
0.8
CPT0090860003
Tumor
0.6
CPT0109680004
Tumor
0.6
CPT0105060003
Tumor
0.6
CPT0092530003
Tumor
0.5
CPT0092930003
Tumor
0.5
CPT0013600003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0067250003
Tumor
0.4
CPT0014260003
Tumor
0.4
CPT0000920017
Tumor
0.4
CPT0105600003
Tumor
0.4
CPT0090570004
Tumor
0.4
CPT0070060003
Tumor
0.4
CPT0011910004
Tumor
0.3
CPT0011710004
Tumor
0.3
CPT0147880004
Tumor
0.3
CPT0082850004
Tumor
0.3
CPT0079830003
Tumor
0.3
CPT0067450003
Tumor
0.3
CPT0102450003
Tumor
0.2
CPT0118340003
Tumor
0.2
CPT0086750003
Tumor
0.2
CPT0118810003
Tumor
0.2
CPT0109720004
Tumor
0.2
CPT0146780004
Tumor
0.2
CPT0109740004
Tumor
0.2
CPT0023310003
Tumor
0.1
CPT0083390004
Tumor
0.1
CPT0067070003
Tumor
0.1
CPT0001060010
Tumor
0.1
CPT0068800003
Tumor
0.1
CPT0117970003
Tumor
0.1
CPT0067620003
Tumor
0.0
CPT0063730003
Tumor
0.0
CPT0148200003
Normal
0.0
CPT0069700003
Tumor
0.0
CPT0051690004
Tumor
0.0
CPT0105230003
Tumor
0.0
CPT0008410003
Tumor
0.0
CPT0111590003
Normal
0.0
CPT0148100003
Normal
0.0
CPT0092250003
Normal
0.0
CPT0118570003
Tumor
0.0
CPT0068100003
Tumor
0.0
CPT0114660004
Tumor
0.0
CPT0069370003
Normal
0.0
CPT0090900004
Normal
-0.1
CPT0146880004
Tumor
-0.1
CPT0147600003
Normal
-0.1
CPT0084170003
Normal
-0.1
CPT0090720003
Normal
-0.1
CPT0067770003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0105550003
Normal
-0.1
CPT0111300003
Tumor
-0.1
CPT0115070003
Tumor
-0.1
CPT0083100003
Tumor
-0.1
CPT0083140003
Normal
-0.1
CPT0104650003
Normal
-0.1
CPT0067470004
Normal
-0.1
CPT0146680004
Tumor
-0.1
CPT0118890003
Normal
-0.2
CPT0083420003
Normal
-0.2
CPT0082890003
Normal
-0.2
CPT0109850003
Normal
-0.2
CPT0104750003
Tumor
-0.2
CPT0070080003
Normal
-0.2
CPT0001380003
Tumor
-0.2
CPT0063750003
Normal
-0.2
CPT0105630003
Tumor
-0.2
CPT0091870003
Normal
-0.2
CPT0105680003
Normal
-0.2
CPT0104630003
Tumor
-0.2
CPT0089360003
Normal
-0.2
CPT0068130003
Normal
-0.2
CPT0013630003
Normal
-0.2
CPT0011930003
Normal
-0.2
CPT0109830004
Tumor
-0.2
CPT0118200003
Tumor
-0.2
CPT0084140003
Tumor
-0.2
CPT0086310003
Tumor
-0.3
CPT0147580004
Tumor
-0.3
CPT0105010004
Normal
-0.3
CPT0001590003
Normal
-0.3
CPT0147900003
Normal
-0.3
CPT0015410003
Tumor
-0.3
CPT0147380004
Tumor
-0.3
CPT0011750003
Normal
-0.3
CPT0106100003
Normal
-0.3
CPT0146800003
Normal
-0.3
CPT0148000003
Normal
-0.3
CPT0066810003
Normal
-0.3
CPT0069550003
Normal
-0.3
CPT0102480003
Normal
-0.3
CPT0112060003
Tumor
-0.3
CPT0147000003
Normal
-0.3
CPT0063840003
Normal
-0.3
CPT0118240003
Normal
-0.3
CPT0105250003
Normal
-0.3
CPT0066930003
Normal
-0.3
CPT0146600003
Normal
-0.3
CPT0110860004
Tumor
-0.3
CPT0067110003
Normal
-0.3
CPT0090700003
Tumor
-0.3
CPT0067290003
Normal
-0.3
CPT0015420003
Normal
-0.4
CPT0090370003
Normal
-0.4
CPT0086320003
Normal
-0.4
CPT0118010003
Normal
-0.4
CPT0125830003
Normal
-0.4
CPT0118180003
Normal
-0.4
CPT0109710003
Normal
-0.4
CPT0104970003
Tumor
-0.4
CPT0063810003
Tumor
-0.4
CPT0118360003
Normal
-0.4
CPT0114010003
Normal
-0.4
CPT0052940004
Tumor
-0.4
CPT0109700003
Normal
-0.4
CPT0069720003
Normal
-0.4
CPT0105510003
Tumor
-0.4
CPT0055100004
Tumor
-0.4
CPT0052170004
Tumor
-0.4
CPT0001070003
Normal
-0.4
CPT0105370004
Normal
-0.4
CPT0008420003
Normal
-0.4
CPT0109760003
Normal
-0.4
CPT0113220003
Normal
-0.4
CPT0105610003
Normal
-0.4
CPT0105330003
Tumor
-0.4
CPT0062810003
Normal
-0.4
CPT0091260003
Normal
-0.4
CPT0001690003
Normal
-0.4
CPT0001960003
Tumor
-0.4
CPT0067950003
Normal
-0.5
CPT0105190003
Normal
-0.5
CPT0090170004
Tumor
-0.5
CPT0105940003
Tumor
-0.5
CPT0105980003
Normal
-0.5
CPT0083810003
Normal
-0.5
CPT0111480003
Normal
-0.5
CPT0097600003
Normal
-0.5
CPT0125810003
Tumor
-0.5
CPT0014290003
Normal
-0.5
CPT0000930003
Normal
-0.5
CPT0147400003
Normal
-0.5
CPT0082770003
Normal
-0.5
CPT0066890003
Tumor
-0.5
CPT0079850003
Normal
-0.5
CPT0014930003
Normal
-0.5
CPT0001970003
Normal
-0.5
CPT0104760003
Normal
-0.5
CPT0148300003
Normal
-0.5
CPT0068830003
Normal
-0.5
CPT0105740003
Normal
-0.5
CPT0086770003
Normal
-0.5
CPT0069520003
Tumor
-0.5
CPT0090200003
Normal
-0.5
CPT0068650003
Normal
-0.5
CPT0092940003
Normal
-0.5
CPT0147500003
Normal
-0.5
CPT0090600003
Normal
-0.6
CPT0091860003
Tumor
-0.6
CPT0013910003
Normal
-0.6
CPT0110890003
Normal
-0.6
CPT0023320003
Normal
-0.6
CPT0147100003
Normal
-0.6
CPT0118160003
Tumor
-0.6
CPT0001390003
Normal
-0.6
CPT0082740004
Tumor
-0.6
CPT0146700003
Normal
-0.6
CPT0001580009
Tumor
-0.6
CPT0118650003
Normal
-0.6
CPT0114880003
Normal
-0.7
CPT0112080003
Normal
-0.7
CPT0001810003
Normal
-0.7
CPT0147080004
Tumor
-0.7
CPT0014860003
Tumor
-0.7
CPT0114840003
Tumor
-0.7
CPT0089340003
Tumor
-0.7
CPT0013880003
Tumor
-0.7
CPT0118830003
Normal
-0.7
CPT0053040004
Tumor
-0.7
CPT0148280004
Tumor
-0.7
CPT0114690003
Normal
-0.8
CPT0147480004
Tumor
-0.8
CPT0148180004
Tumor
-0.8
CPT0021490003
Normal
-0.8
CPT0115090003
Normal
-0.9
CPT0146980004
Tumor
-1.0
CPT0001660013
Tumor
-1.0
CPT0110980004
Tumor
-1.0
CPT0105710003
Tumor
-1.1
CPT0021450003
Tumor
-1.5
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0192540004
Tumor
2.3
CPT0089880003
Tumor
1.4
CPT0202020008
Tumor
1.1
CPT0237200004
Tumor
1.0
CPT0202170003
Tumor
1.0
CPT0079110003
Normal
0.9
CPT0104930003
Tumor
0.8
CPT0130030003
Tumor
0.8
CPT0223790003
Tumor
0.7
CPT0208780003
Normal
0.7
CPT0091050003
Tumor
0.7
CPT0204600003
Tumor
0.7
CPT0079060003
Normal
0.6
CPT0222740003
Normal
0.5
CPT0225470003
Normal
0.5
CPT0126670003
Tumor
0.5
CPT0197740003
Tumor
0.5
CPT0223820003
Normal
0.5
CPT0241170003
Tumor
0.4
CPT0236420003
Tumor
0.4
CPT0232690003
Normal
0.4
CPT0175410003
Normal
0.4
CPT0237570003
Normal
0.4
CPT0202220004
Normal
0.4
CPT0147200003
Normal
0.4
CPT0233640003
Normal
0.4
CPT0191750003
Normal
0.4
CPT0207250003
Normal
0.3
CPT0128900003
Normal
0.3
CPT0126760003
Normal
0.3
CPT0112600003
Normal
0.3
CPT0091090003
Normal
0.3
CPT0234820003
Normal
0.3
CPT0186210003
Normal
0.3
CPT0236430003
Normal
0.3
CPT0209510003
Normal
0.3
CPT0207210003
Tumor
0.3
CPT0063440003
Normal
0.3
CPT0196820003
Normal
0.3
CPT0175120003
Tumor
0.3
CPT0147700003
Normal
0.3
CPT0126830003
Normal
0.3
CPT0237210003
Normal
0.2
CPT0091620003
Normal
0.2
CPT0204660003
Normal
0.2
CPT0197480003
Tumor
0.2
CPT0218310003
Normal
0.2
CPT0245790003
Normal
0.2
CPT0064050003
Normal
0.2
CPT0234580003
Normal
0.2
CPT0130070003
Normal
0.2
CPT0238130003
Normal
0.2
CPT0221660003
Normal
0.2
CPT0108600003
Normal
0.2
CPT0204820003
Normal
0.2
CPT0187380003
Normal
0.2
CPT0136660003
Normal
0.2
CPT0126400003
Normal
0.1
CPT0191930003
Normal
0.1
CPT0112660003
Normal
0.1
CPT0208770003
Tumor
0.1
CPT0115860003
Normal
0.1
CPT0146380004
Tumor
0.1
CPT0202740003
Normal
0.1
CPT0197210003
Tumor
0.1
CPT0001030003
Normal
0.1
CPT0219390003
Normal
0.1
CPT0104950003
Normal
0.1
CPT0237410004
Tumor
0.1
CPT0104360003
Tumor
0.1
CPT0083990003
Normal
0.1
CPT0209040003
Normal
0.1
CPT0197860003
Normal
0.1
CPT0023500003
Normal
0.1
CPT0245840003
Normal
0.1
CPT0115830003
Tumor
0.0
CPT0117720003
Tumor
0.0
CPT0146500003
Normal
0.0
CPT0221220003
Normal
0.0
CPT0087210003
Normal
0.0
CPT0079050003
Tumor
0.0
CPT0245830003
Tumor
0.0
CPT0233120003
Tumor
0.0
CPT0010060003
Normal
0.0
CPT0197170003
Normal
0.0
CPT0192590004
Normal
0.0
CPT0112730003
Normal
0.0
CPT0175160003
Normal
0.0
CPT0105430003
Normal
0.0
CPT0202580004
Normal
0.0
CPT0068320003
Normal
0.0
CPT0086270003
Normal
0.0
CPT0146480004
Tumor
0.0
CPT0126740003
Tumor
0.0
CPT0202040003
Normal
0.0
CPT0197380003
Normal
0.0
CPT0237430003
Normal
0.0
CPT0197100003
Normal
0.0
CPT0186180003
Tumor
-0.1
CPT0069890003
Tumor
-0.1
CPT0112550003
Normal
-0.1
CPT0112540003
Tumor
-0.1
CPT0063500003
Normal
-0.1
CPT0195520003
Normal
-0.1
CPT0237780003
Normal
-0.1
CPT0241210003
Normal
-0.1
CPT0183270003
Normal
-0.1
CPT0130440004
Normal
-0.1
CPT0112580003
Tumor
-0.1
CPT0217490003
Normal
-0.1
CPT0227420003
Normal
-0.1
CPT0111000004
Normal
-0.1
CPT0023470003
Tumor
-0.1
CPT0130310003
Normal
-0.1
CPT0112720003
Tumor
-0.1
CPT0233330003
Normal
-0.1
CPT0123370003
Normal
-0.1
CPT0227070003
Normal
-0.1
CPT0205000003
Normal
-0.1
CPT0233320003
Tumor
-0.1
CPT0221650003
Tumor
-0.2
CPT0245890003
Normal
-0.2
CPT0010050003
Tumor
-0.2
CPT0146400003
Normal
-0.2
CPT0104380003
Normal
-0.2
CPT0069900003
Normal
-0.2
CPT0063430003
Tumor
-0.2
CPT0233160003
Normal
-0.2
CPT0098800003
Normal
-0.2
CPT0233600003
Tumor
-0.2
CPT0117770003
Normal
-0.2
CPT0237080003
Normal
-0.2
CPT0175270003
Normal
-0.2
CPT0234950004
Normal
-0.2
CPT0202530004
Tumor
-0.2
CPT0126450003
Tumor
-0.2
CPT0112650003
Tumor
-0.2
CPT0108560003
Tumor
-0.2
CPT0128890003
Tumor
-0.2
CPT0090440003
Tumor
-0.2
CPT0204990003
Tumor
-0.2
CPT0237990003
Normal
-0.3
CPT0186140003
Normal
-0.3
CPT0204800003
Tumor
-0.3
CPT0102840003
Normal
-0.3
CPT0187370003
Tumor
-0.3
CPT0086260003
Tumor
-0.3
CPT0209490003
Tumor
-0.3
CPT0123350003
Tumor
-0.3
CPT0202400004
Normal
-0.3
CPT0227400003
Tumor
-0.3
CPT0245880003
Tumor
-0.3
CPT0237550004
Tumor
-0.3
CPT0126470003
Normal
-0.3
CPT0232670003
Tumor
-0.3
CPT0237710003
Normal
-0.3
CPT0197520003
Normal
-0.4
CPT0007760003
Normal
-0.4
CPT0221200003
Tumor
-0.4
CPT0126810003
Tumor
-0.4
CPT0126390003
Tumor
-0.4
CPT0175560003
Tumor
-0.4
CPT0245780003
Tumor
-0.5
CPT0234560003
Tumor
-0.5
CPT0197150003
Tumor
-0.5
CPT0105420003
Tumor
-0.5
CPT0222730003
Tumor
-0.5
CPT0202720003
Tumor
-0.5
CPT0190550003
Tumor
-0.5
CPT0091610003
Tumor
-0.5
CPT0147180004
Tumor
-0.5
CPT0083980003
Tumor
-0.5
CPT0218280003
Tumor
-0.5
CPT0147680004
Tumor
-0.5
CPT0234930004
Tumor
-0.5
CPT0225380003
Tumor
-0.5
CPT0091820003
Tumor
-0.6
CPT0101130003
Tumor
-0.6
CPT0219360003
Tumor
-0.6
CPT0068280003
Tumor
-0.6
CPT0238110004
Tumor
-0.6
CPT0209020004
Tumor
-0.6
CPT0175390003
Tumor
-0.6
CPT0007740003
Tumor
-0.6
CPT0196810003
Tumor
-0.6
CPT0191860003
Tumor
-0.6
CPT0237690004
Tumor
-0.7
CPT0136640003
Tumor
-0.7
CPT0102790003
Tumor
-0.7
CPT0130410003
Tumor
-0.7
CPT0087190003
Tumor
-0.7
CPT0234790003
Tumor
-0.7
CPT0237060004
Tumor
-0.7
CPT0175260003
Tumor
-0.8
CPT0098770003
Tumor
-0.8
CPT0237970004
Tumor
-0.8
CPT0217420003
Tumor
-0.8
CPT0064040003
Tumor
-0.9
CPT0079100003
Tumor
-0.9
CPT0186130003
Tumor
-0.9
CPT0202350004
Tumor
-0.9
CPT0063480003
Tumor
-0.9
CPT0237760003
Tumor
-1.0
CPT0126530003
Tumor
-1.1
CPT0197090003
Tumor
-1.1
CPT0130270003
Tumor
-1.1
CPT0195510003
Tumor
-1.1
CPT0111150004
Tumor
-1.3
CPT0191710003
Tumor
-1.4
CPT0001020003
Tumor
-1.4
CPT0183250004
Tumor
-1.4
CPT0227020003
Tumor
-1.5
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LUNG 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.