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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.
RPS9 is not prognostic 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
563.8
Number of samples
497
Samples
Sample
Description
TPM
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
2374.3
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
2158.2
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
1916.4
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
1894.1
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
1787.0
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
1732.7
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1650.8
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
1587.6
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
1579.9
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
1572.7
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
1561.2
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
1550.4
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
1538.8
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
1522.8
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
1510.4
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
1454.2
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
1406.9
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
1398.7
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
1379.7
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
1377.0
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
1356.8
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
1338.5
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
1337.1
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
1319.3
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
1307.3
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
1307.3
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
1304.7
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
1287.3
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
1281.5
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
1232.1
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
1230.3
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
1223.7
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
1221.7
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
1211.5
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
1204.3
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
1201.3
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
1200.1
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
1182.6
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
1171.6
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
1169.7
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
1148.1
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
1127.6
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
1117.4
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
1112.5
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
1111.7
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
1105.7
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
1097.2
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
1077.4
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
1077.2
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
1064.7
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
1062.9
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
1049.0
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
1026.6
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
1012.2
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
1006.7
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
990.4
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
990.4
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
988.4
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
977.1
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
973.2
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
971.3
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
962.3
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
960.8
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
960.3
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
949.8
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
937.7
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
928.5
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
925.2
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
919.0
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
915.3
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
914.1
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
911.0
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
905.6
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
904.4
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
887.3
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
880.2
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
876.3
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
870.9
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
869.3
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
865.2
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
856.3
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
853.3
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
848.4
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
843.2
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
843.2
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
842.8
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
842.7
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
833.2
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
832.3
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
828.7
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
810.9
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
809.4
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
809.2
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
806.7
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
804.0
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
799.6
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
799.2
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
793.6
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
782.2
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
780.2
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
779.6
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
778.6
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
778.5
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
774.2
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
772.6
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
767.9
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
767.2
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
766.6
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
764.5
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
764.2
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
762.2
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
754.6
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
753.6
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
748.9
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
747.9
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
745.3
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
745.0
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
744.9
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
743.8
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
743.3
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
738.7
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
734.4
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
731.7
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
731.7
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
726.5
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
725.0
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
724.4
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
724.4
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
722.3
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
719.3
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
714.4
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
704.9
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
703.5
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
701.6
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
693.8
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
691.4
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
688.6
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
687.7
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
685.7
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
682.8
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
676.6
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
672.9
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
672.3
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
671.9
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
670.4
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
668.5
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
668.4
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
667.1
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
665.9
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
659.4
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
656.4
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
654.6
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
644.9
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
644.2
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
639.7
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
639.5
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
637.6
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
636.6
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
635.8
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
633.4
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
632.1
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
631.2
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
629.7
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
627.1
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
626.8
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
626.8
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
623.8
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
623.3
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
620.9
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
620.2
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
619.7
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
615.2
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
614.8
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
614.1
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
611.6
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
609.8
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
609.1
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
608.1
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
602.6
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
601.1
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
599.1
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
598.5
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
594.3
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
593.1
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
586.0
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
585.7
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
585.7
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
584.7
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
584.0
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
582.7
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
582.1
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
581.9
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
579.9
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
579.8
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
579.6
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
574.7
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
574.0
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
572.3
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
565.4
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
561.6
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
557.1
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
552.6
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
551.5
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
546.7
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
541.5
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
539.0
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
538.5
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
538.3
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
536.6
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
532.6
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
530.9
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
529.8
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
529.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
529.3
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
527.1
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
524.1
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
523.2
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
522.6
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
521.3
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
521.1
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
520.6
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
520.2
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
519.9
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
514.3
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
512.4
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
511.3
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
508.3
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
507.1
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
504.5
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
503.8
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
502.3
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
501.3
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
500.8
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
498.4
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
496.6
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
495.5
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
494.8
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
491.7
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
490.7
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
489.6
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 days
489.4
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
488.5
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
488.0
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
485.9
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
485.7
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
480.5
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
478.5
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
474.0
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
471.4
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
468.7
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
468.1
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
467.2
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
464.8
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
463.4
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
463.0
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
462.5
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
461.7
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
460.1
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
459.1
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
458.4
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
452.4
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
452.4
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
451.4
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
451.2
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
450.3
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
449.8
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
448.9
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
447.2
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
445.0
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
443.4
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
442.2
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
439.1
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
438.4
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
434.9
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
433.3
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
432.2
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
431.9
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
430.2
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
429.1
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
428.1
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
427.3
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
427.2
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
425.3
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
424.6
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
424.4
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
422.2
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
422.1
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
421.6
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
419.2
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
419.0
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
418.8
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
418.6
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
416.2
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
415.2
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
414.4
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
413.8
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
413.7
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
410.2
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
410.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
409.1
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
407.5
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
406.7
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
404.8
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
404.6
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
403.7
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
402.0
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
401.8
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
401.5
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
395.3
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
395.3
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
395.0
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
394.2
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
390.6
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
390.1
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
387.5
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
387.3
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
385.1
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
385.1
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
384.7
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
384.0
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
383.5
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
383.2
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
380.1
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
377.5
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
376.1
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
372.8
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
371.0
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
370.6
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
370.6
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
366.2
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
365.7
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
364.0
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
362.5
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
360.5
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
359.5
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
359.4
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
358.1
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
357.9
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
356.6
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
354.3
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
353.7
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
351.4
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
348.6
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
347.0
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
346.2
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
345.4
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
345.1
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
344.6
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
343.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
340.7
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
340.6
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
337.3
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
331.5
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
327.9
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
324.8
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
324.4
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
322.9
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
321.8
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
321.8
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
321.7
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
320.0
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
317.9
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
316.4
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
314.6
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
312.8
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
312.8
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
311.9
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
311.3
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
310.2
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
309.9
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
305.8
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
305.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
303.6
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
302.9
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
302.4
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
301.5
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
300.1
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
299.9
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
299.4
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
295.9
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
295.2
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
295.1
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
294.4
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
291.9
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
291.0
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
290.8
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
290.1
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
286.2
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
286.0
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
284.2
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
280.9
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
277.0
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
273.2
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
273.0
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
272.3
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
272.3
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
269.9
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
269.6
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
266.8
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
266.7
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
266.0
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
266.0
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
265.6
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
265.5
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
265.2
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
264.8
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
264.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
262.6
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
261.9
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
260.4
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
260.4
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
258.7
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
258.3
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
256.9
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
255.3
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
254.7
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
254.7
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
253.6
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
252.2
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
251.0
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
248.1
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
247.9
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
245.3
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
242.2
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
239.5
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
238.9
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
238.8
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
238.4
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
238.2
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
237.7
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
237.5
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
235.6
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
235.1
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
234.8
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
234.5
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
230.5
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
228.3
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
227.7
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
226.9
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
222.2
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
220.3
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
218.4
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
217.0
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
217.0
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
216.8
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
212.4
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
211.3
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
210.3
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
208.9
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
207.2
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
205.6
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
202.9
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
201.4
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
196.8
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
196.5
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
186.8
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
186.4
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
186.4
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
180.5
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
179.9
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
176.0
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
175.4
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
174.5
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
173.5
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
168.7
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
167.0
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
167.0
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
166.5
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
159.1
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
157.2
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
156.8
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
153.0
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
153.0
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
152.4
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
151.5
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
149.7
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
149.6
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
143.5
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
142.4
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
142.1
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
136.8
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
122.5
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
119.7
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
117.3
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
101.1
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
98.7
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
95.6
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
94.6
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
84.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
84.1
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
79.1
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
67.7
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
67.2
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
56.3
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
34.8
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
28.9
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 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.
RPS9 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
251.0
Number of samples
105
Samples
Sample
Description
TPM
L773
0 years, female, stage:Stage IV, dead, 311 days
852.6
L731
0 years, female, stage:Stage IA, dead, 964 days
759.0
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
629.1
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
625.3
L885
0 years, female, stage:Stage IA, alive, 1618 days
567.4
L842
0 years, female, stage:Stage IB, alive, 2005 days
525.8
L612
0 years, female, stage:Stage IIIA, alive, 2410 days
489.1
L458
0 years, female, stage:Stage IA, dead, 223 days
476.7
L738
0 years, female, stage:Stage IB, dead, 1314 days
475.1
L531
0 years, male, stage:Stage IB, dead, 928 days
462.0
L826
0 years, female, stage:Stage IV, dead, 935 days
444.6
L725
0 years, female, stage:Stage IA, alive, 1830 days
428.3
L440
0 years, male, stage:Stage IIB, dead, 651 days
426.5
L851
0 years, male, stage:Stage IB, dead, 1315 days
419.5
L462
0 years, male, stage:Stage IIIA, dead, 568 days
418.6
L766
0 years, male, stage:Stage IB, alive, 1793 days
416.2
L473
0 years, female, stage:Stage IA, alive, 3021 days
406.2
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
405.7
L871
0 years, male, stage:Stage IB, dead, 873 days
402.3
L616
0 years, male, stage:Stage IA, dead, 410 days
397.0
L439
0 years, male, stage:Stage IIB, dead, 2773 days
396.3
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
395.7
L749
0 years, female, stage:Stage IIIA, dead, 189 days
385.5
L620
0 years, female, stage:Stage IIIA, dead, 338 days
385.1
L877
0 years, female, stage:Stage IA, alive, 1599 days
380.9
L585
0 years, female, stage:Stage IIA, dead, 402 days
378.6
L875
0 years, female, stage:Stage IA, alive, 1675 days
374.2
L683
0 years, female, stage:Stage IIA, dead, 612 days
368.6
L605
0 years, female, stage:Stage IA, alive, 2460 days
356.4
L802
0 years, female, stage:Stage IA, dead, 773 days
348.1
L606
0 years, male, stage:Stage IA, alive, 2336 days
336.9
L566
0 years, male, stage:Stage IB, alive, 2489 days
334.5
L561
0 years, female, stage:Stage IA, alive, 2543 days
333.7
L791
0 years, female, stage:Stage IIIA, dead, 368 days
325.8
L808
0 years, female, stage:Stage IA, alive, 3001 days
324.4
L446
0 years, female, stage:Stage IIB, dead, 415 days
298.6
L768
0 years, male, stage:Stage IIIA, dead, 472 days
283.5
L662
0 years, male, stage:Stage IA, dead, 865 days
280.5
L735
0 years, female, stage:Stage IA, alive, 1830 days
272.4
L887
0 years, male, stage:Stage IA, dead, 374 days
272.2
L617
0 years, male, stage:Stage IIIA, dead, 238 days
256.7
L678
0 years, female, stage:Stage IB, dead, 1114 days
254.6
L782
0 years, female, stage:Stage IIB, alive, 3371 days
253.1
L728
0 years, male, stage:Stage IIB, dead, 1128 days
242.8
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
232.5
L596
0 years, female, stage:Stage IA, alive, 2319 days
228.1
L455
0 years, female, stage:Stage IA, alive, 3315 days
226.7
L663
0 years, female, stage:Stage IB, alive, 2018 days
223.5
L710
0 years, female, stage:Stage IIA, alive, 1775 days
223.4
L688
0 years, male, stage:Stage IIIA, dead, 789 days
217.1
L746
0 years, female, stage:Stage IIIA, dead, 594 days
214.8
L613
0 years, male, stage:Stage IIIA, dead, 19 days
207.5
L682
0 years, female, stage:Stage IIB, dead, 840 days
207.3
L557
0 years, female, stage:Stage IB, alive, 2580 days
207.0
L543
0 years, male, stage:Stage IA, alive, 2711 days
206.1
L656
0 years, male, stage:Stage IA, alive, 2227 days
194.8
L879
0 years, male, stage:Stage IV, dead, 873 days
191.1
L873
0 years, female, stage:Stage IA, alive, 1740 days
189.9
L778
0 years, female, stage:Stage IA, alive, 1600 days
186.6
L404
0 years, female, stage:Stage IIA, dead, 2318 days
180.1
L865
0 years, female, stage:Stage IIB, alive, 1927 days
171.4
L867
0 years, female, stage:Stage IIIA, dead, 317 days
170.0
L565
0 years, female, stage:Stage IB, dead, 543 days
168.8
L800
0 years, female, stage:Stage IA, dead, 2417 days
167.9
L599
0 years, male, stage:Stage IB, dead, 2083 days
165.6
L832
0 years, female, stage:Stage IA, alive, 2145 days
165.2
L890
0 years, female, stage:Stage IIB, dead, 1264 days
160.2
L484
0 years, female, stage:Stage IA, alive, 2895 days
157.9
L626
0 years, female, stage:Stage IA, dead, 1994 days
157.8
L400
0 years, male, stage:Stage IIA, dead, 1233 days
156.3
L827
0 years, male, stage:Stage IIB, dead, 1105 days
156.1
L816
0 years, female, stage:Stage IIA, dead, 353 days
151.0
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
150.9
L829
0 years, male, stage:Stage IA, alive, 2173 days
149.8
L638
0 years, male, stage:Stage IA, alive, 2076 days
147.5
L545
0 years, female, stage:Stage IA, alive, 2874 days
146.5
L413
0 years, female, stage:Stage IIIA, dead, 313 days
129.9
L532
0 years, female, stage:Stage IA, dead, 301 days
129.3
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
127.4
L546
0 years, male, stage:Stage IA, dead, 973 days
123.9
L551
0 years, male, stage:Stage IA, alive, 2924 days
123.1
L602
0 years, female, stage:Stage IA, alive, 2277 days
122.0
L603
0 years, female, stage:Stage IB, dead, 972 days
121.2
L703
0 years, male, stage:Stage IIA, dead, 1137 days
115.3
L850
0 years, male, stage:Stage IIIA, dead, 997 days
112.4
L880
0 years, female, stage:Stage IA, alive, 1767 days
110.7
L607
0 years, male, stage:Stage IB, alive, 2572 days
103.4
L689
0 years, male, stage:Stage IA, alive, 1943 days
100.9
L673
0 years, female, stage:Stage IA, dead, 568 days
97.8
L541
0 years, female, stage:Stage IIIA, dead, 915 days
91.9
L828
0 years, female, stage:Stage IIB, alive, 2222 days
91.7
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
89.2
L401
0 years, male, stage:Stage IIIA, dead, 1888 days
88.8
L504
0 years, female, stage:Stage IA, dead, 1295 days
86.5
L810
0 years, female, stage:Stage IIIA, dead, 625 days
82.7
L831
0 years, female, stage:Stage IB, alive, 2152 days
82.0
L838
0 years, female, stage:Stage IA, dead, 1005 days
78.1
L593
0 years, male, stage:Stage IA, dead, 2436 days
76.6
L695
0 years, female, stage:Stage IB, dead, 1762 days
68.1
L872
0 years, female, stage:Stage IA, alive, 1793 days
62.4
L493
0 years, female, stage:Stage IIB, alive, 2945 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.
RPS9 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
742.8
Number of samples
489
Samples
Sample
Description
TPM
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
2467.7
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
2158.6
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
2053.0
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
2033.7
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
1976.5
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
1971.0
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
1903.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
1871.9
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
1865.8
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
1842.0
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
1776.9
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
1711.6
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
1692.3
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
1686.3
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
1681.5
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
1656.0
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
1636.5
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
1635.2
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
1628.2
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
1562.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
1555.1
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
1551.9
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
1534.3
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
1522.9
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
1498.8
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
1495.3
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
1494.3
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
1484.7
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
1472.4
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
1452.2
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
1450.5
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
1419.0
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
1413.9
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
1411.5
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
1407.2
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
1406.1
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
1398.5
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
1394.4
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
1393.7
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
1365.4
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
1357.0
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
1336.2
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
1319.6
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
1302.9
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
1291.1
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
1290.8
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
1283.4
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
1283.3
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
1281.3
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
1266.6
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
1264.0
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
1258.6
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
1251.0
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
1249.1
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
1239.7
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
1232.5
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
1229.1
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
1219.5
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
1219.2
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
1207.0
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
1206.2
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
1204.1
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
1198.2
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
1197.8
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
1193.6
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
1189.0
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
1186.0
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
1174.4
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
1170.1
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
1160.5
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
1153.5
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
1149.3
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
1146.4
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
1146.1
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
1145.4
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
1144.8
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
1140.0
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
1134.6
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
1128.6
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
1124.2
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
1122.5
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
1108.6
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
1108.3
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
1108.1
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
1098.4
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
1093.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1091.6
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
1089.0
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
1075.4
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
1075.0
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
1074.7
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
1072.6
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
1066.5
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
1063.8
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
1061.2
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
1059.4
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
1055.2
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
1054.5
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
1050.2
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
1049.2
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
1046.4
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
1045.8
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
1043.6
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
1042.1
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
1041.9
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
1038.2
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
1034.0
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
1033.1
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
1029.9
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 days
1023.8
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
1016.2
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
1014.9
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
1014.0
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
1010.9
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
1009.6
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
1007.0
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
1005.7
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
997.4
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
996.7
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
989.3
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
987.2
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
981.9
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
980.8
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
977.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
976.6
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
974.3
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
970.8
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
970.2
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
969.8
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
958.0
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
954.8
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
954.8
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
954.2
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
952.6
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
949.8
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
946.6
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
943.8
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
939.7
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
934.2
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
932.8
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
932.4
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
930.6
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
928.7
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
928.6
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
928.5
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
928.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
928.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
927.7
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
925.9
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
924.4
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
923.5
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
922.2
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
912.9
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
912.8
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
911.5
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
900.4
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
896.4
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
895.0
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
892.6
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
888.9
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
881.3
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
881.2
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
879.2
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
874.0
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
871.3
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
869.4
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
868.8
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
865.4
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
861.6
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
861.4
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
861.3
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
859.4
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
859.0
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
854.8
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
850.8
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
845.5
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
844.6
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
844.0
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
843.4
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
842.6
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
841.3
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
836.4
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
835.9
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
835.7
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
830.3
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
821.9
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
820.0
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
815.8
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
815.5
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
813.3
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
813.0
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
812.7
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
812.0
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
811.4
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
811.3
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
808.6
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
807.5
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
802.0
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
800.2
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
800.2
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
796.3
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
795.4
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
793.8
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
793.7
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
793.6
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
792.2
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
789.9
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
777.3
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
777.0
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
776.7
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
776.4
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
774.3
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
773.8
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
773.3
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
769.9
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
768.8
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
768.6
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
767.9
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
765.5
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
764.0
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
761.7
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
760.4
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
756.0
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
751.6
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
750.4
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
746.8
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
742.8
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
736.9
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
736.9
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
733.0
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
731.2
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
730.6
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
724.8
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
724.1
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
723.1
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
722.6
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
722.5
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
721.5
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
719.1
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
716.0
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
712.6
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
712.0
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
711.9
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
708.0
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
701.5
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
698.8
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
698.6
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
696.8
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
696.4
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
692.7
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
687.6
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
686.5
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
685.5
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
684.2
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
683.6
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
679.5
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
679.2
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
677.8
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
672.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
668.1
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
667.1
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
664.0
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
662.2
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
659.6
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
659.0
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
658.8
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
657.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
647.5
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
646.1
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
643.9
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
640.5
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
640.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
640.3
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
636.6
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
634.7
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
633.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
633.6
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
624.9
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
623.5
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
622.5
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
622.2
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
621.5
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
620.6
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
620.2
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
620.1
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
619.4
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
618.2
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
609.3
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
608.6
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
606.8
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
604.4
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
601.9
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
597.8
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
596.5
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
595.9
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
595.2
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
594.6
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
590.4
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
588.9
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
588.0
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
583.0
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
580.7
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
571.1
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
566.9
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
566.0
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
564.8
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
564.3
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
561.7
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
559.0
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
556.8
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
554.6
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
553.6
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
552.0
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
551.4
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
545.8
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
543.8
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
543.7
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
541.7
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
541.1
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
538.9
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
533.1
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
532.4
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
527.5
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
527.4
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
525.1
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
524.3
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
522.4
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
513.7
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
510.2
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
508.5
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
504.9
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
503.8
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
500.5
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
500.2
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
499.3
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
498.2
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
497.8
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
497.2
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
495.2
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
495.1
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
489.6
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
488.0
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
486.3
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
485.2
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
484.7
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
481.3
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
479.9
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
477.8
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
472.7
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
470.7
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
470.3
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
467.3
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
463.3
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
459.4
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
458.9
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
458.8
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
456.0
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
453.6
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
452.9
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
445.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
443.9
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
442.5
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
441.7
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
440.3
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
437.6
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
435.5
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
435.0
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
431.4
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
429.4
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
428.8
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
426.6
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
422.8
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
422.0
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
421.8
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
418.8
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
411.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
411.2
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
406.7
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
403.3
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
400.0
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
399.6
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
398.7
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
392.9
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
388.7
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
386.4
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
384.1
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
384.0
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
379.1
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
377.2
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
375.2
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
373.7
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
369.0
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
366.3
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
365.5
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
365.2
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
362.6
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
360.6
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
360.5
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
357.9
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
354.5
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
354.5
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
350.1
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
349.5
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
349.4
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
343.6
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
343.5
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
341.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
340.0
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
338.9
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
335.6
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
331.1
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
330.5
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
327.7
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
325.0
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
324.4
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
323.1
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
318.5
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
318.5
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
314.0
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
310.5
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
307.9
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
307.4
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
304.1
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
303.4
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
302.0
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
297.7
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
291.7
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
291.6
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
288.6
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
288.3
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
282.3
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
279.5
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
271.2
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
267.9
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
265.0
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
264.7
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
262.5
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
256.1
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
250.1
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
232.7
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
230.9
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
228.9
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
223.9
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
221.6
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
219.7
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
216.6
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
216.2
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
214.3
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
210.9
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
210.6
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
210.2
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
206.8
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
203.9
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
189.1
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
186.2
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
185.2
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
175.7
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
175.3
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
172.0
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
171.1
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
168.9
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
156.3
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
154.9
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
152.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
150.9
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
144.5
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
143.3
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
142.3
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
141.8
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
137.7
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
134.0
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
131.4
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
129.6
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
120.1
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
112.7
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
112.3
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
110.0
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
104.3
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
101.0
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
100.0
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
98.8
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
97.3
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
89.8
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
71.6
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
65.0
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
58.5
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
42.3
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
41.4
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 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.
RPS9 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
235.4
Number of samples
68
Samples
Sample
Description
TPM
L744
0 years, male, stage:Stage IA, alive, 1614 days
733.0
L739
0 years, female, stage:Stage IIIA, dead, 352 days
605.1
L488
0 years, female, stage:Stage IIA, alive, 2993 days
597.8
L723
0 years, male, stage:Stage IIA, dead, 433 days
563.4
L756
0 years, male, stage:Stage IB, alive, 1796 days
457.1
L818
0 years, male, stage:Stage IB, alive, 2480 days
457.1
L881
0 years, male, stage:Stage IB, alive, 1752 days
435.2
L857
0 years, male, stage:Stage IB, dead, 226 days
399.3
L447
0 years, male, stage:Stage IIB, alive, 3203 days
395.6
L559
0 years, male, stage:Stage IIB, alive, 2615 days
365.3
L472
0 years, male, stage:Stage IB, dead, 423 days
359.8
L747
0 years, female, stage:Stage IA, dead, 1112 days
356.3
L466
0 years, female, stage:Stage IIIA, dead, 412 days
336.1
L712
0 years, male, stage:Stage IA, alive, 1698 days
332.3
L820
0 years, female, stage:Stage IA, alive, 2405 days
320.0
L753
0 years, male, stage:Stage IIA, alive, 1705 days
319.8
L459
0 years, male, stage:Stage IIA, alive, 3181 days
319.6
L719
0 years, male, stage:Stage IB, alive, 1615 days
319.2
L464
0 years, male, stage:Stage IB, dead, 1935 days
315.0
L563
0 years, female, stage:Stage IIB, dead, 1216 days
314.6
L767
0 years, male, stage:Stage IA, alive, 1718 days
304.7
L490
0 years, male, stage:Stage IA, dead, 716 days
296.1
L592
0 years, male, stage:Stage IB, alive, 2368 days
284.9
L886
0 years, male, stage:Stage IB, dead, 1932 days
278.5
L715
0 years, female, stage:Stage IIIA, dead, 150 days
261.8
L468
0 years, male, stage:Stage IB, alive, 3004 days
261.0
L568
0 years, female, stage:Stage IIB, dead, 71 days
239.5
L420
0 years, female, stage:Stage IIB, dead, 295 days
239.2
L852
0 years, male, stage:Stage IB, dead, 700 days
236.0
L824
0 years, male, stage:Stage IA, dead, 665 days
234.7
L444
0 years, female, stage:Stage IIB, alive, 3337 days
233.0
L755
0 years, male, stage:Stage IIA, dead, 227 days
232.2
L760
0 years, male, stage:Stage IIA, alive, 1895 days
217.5
L456
0 years, male, stage:Stage IIA, dead, 1660 days
206.6
L539
0 years, male, stage:Stage IB, dead, 370 days
201.3
L470
0 years, female, stage:Stage IB, dead, 1774 days
199.5
L586
0 years, male, stage:Stage IIA, dead, 784 days
189.7
L529
0 years, female, stage:Stage IA, alive, 2775 days
184.6
L608
0 years, male, stage:Stage IA, alive, 2350 days
184.6
L736
0 years, male, stage:Stage IA, dead, 1195 days
183.6
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
170.9
L604
0 years, male, stage:Stage IIA, dead, 286 days
168.2
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
167.2
L496
0 years, male, stage:Stage IB, alive, 2761 days
164.7
L758
0 years, male, stage:Stage IA, dead, 1562 days
164.2
L856
0 years, male, stage:Stage IA, dead, 1465 days
162.2
L661
0 years, male, stage:Stage IA, dead, 1123 days
153.1
L650
0 years, female, stage:Stage IB, dead, 986 days
151.0
L655
0 years, male, stage:Stage IIA, dead, 1603 days
136.4
L658
0 years, female, stage:Stage IIB, alive, 2083 days
130.9
L644
0 years, male, stage:Stage IA, dead, 282 days
124.4
L633
0 years, female, stage:Stage IA, alive, 2102 days
119.0
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
118.6
L442
0 years, female, stage:Stage IB, dead, 2433 days
114.8
L854
0 years, female, stage:Stage IB, alive, 2256 days
107.1
L457
0 years, female, stage:Stage IIA, alive, 2901 days
106.5
L406
0 years, male, stage:Stage IA, alive, 3057 days
102.8
L642
0 years, male, stage:Stage IB, dead, 1167 days
97.6
L858
0 years, female, stage:Stage IIB, dead, 558 days
89.7
L860
0 years, male, stage:Stage IA, alive, 2056 days
87.9
L864
0 years, female, stage:Stage IA, alive, 2192 days
73.8
L788
0 years, female, stage:Stage IA, alive, 3385 days
59.5
L534
0 years, male, stage:Stage IIA, alive, 2693 days
54.8
L483
0 years, male, stage:Stage IB, dead, 77 days
53.9
L685
0 years, female, stage:Stage IIB, alive, 1944 days
52.0
L572
0 years, male, stage:Stage IA, alive, 2532 days
45.4
L884
0 years, male, stage:Stage IIA, alive, 1627 days
37.4
L652
0 years, male, stage:Stage IA, dead, 5 days
26.9
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0118340003
Tumor
0.9
CPT0148180004
Tumor
0.8
CPT0068800003
Tumor
0.7
CPT0105270003
Tumor
0.7
CPT0092240003
Tumor
0.7
CPT0011710004
Tumor
0.6
CPT0090860003
Tumor
0.6
CPT0001800013
Tumor
0.6
CPT0106110003
Tumor
0.6
CPT0067450003
Tumor
0.6
CPT0113210003
Tumor
0.6
CPT0069360003
Tumor
0.6
CPT0114840003
Tumor
0.5
CPT0083780003
Tumor
0.5
CPT0070060003
Tumor
0.5
CPT0105060003
Tumor
0.5
CPT0118620003
Tumor
0.5
CPT0000920017
Tumor
0.5
CPT0105940003
Tumor
0.5
CPT0084140003
Tumor
0.4
CPT0097580003
Tumor
0.4
CPT0147480004
Tumor
0.4
CPT0092250003
Normal
0.4
CPT0117970003
Tumor
0.4
CPT0063810003
Tumor
0.4
CPT0125810003
Tumor
0.4
CPT0067940003
Tumor
0.4
CPT0091860003
Tumor
0.4
CPT0063750003
Normal
0.4
CPT0104750003
Tumor
0.4
CPT0105630003
Tumor
0.4
CPT0105230003
Tumor
0.4
CPT0098130003
Tumor
0.4
CPT0090170004
Tumor
0.3
CPT0092530003
Tumor
0.3
CPT0146980004
Tumor
0.3
CPT0090340003
Tumor
0.3
CPT0105600003
Tumor
0.3
CPT0067250003
Tumor
0.3
CPT0001660013
Tumor
0.3
CPT0086750003
Tumor
0.3
CPT0112060003
Tumor
0.3
CPT0105510003
Tumor
0.3
CPT0069520003
Tumor
0.3
CPT0109740004
Tumor
0.3
CPT0147380004
Tumor
0.3
CPT0089340003
Tumor
0.3
CPT0066780003
Tumor
0.3
CPT0147080004
Tumor
0.3
CPT0147980004
Tumor
0.3
CPT0105330003
Tumor
0.2
CPT0118810003
Tumor
0.2
CPT0147500003
Normal
0.2
CPT0091240003
Tumor
0.2
CPT0014860003
Tumor
0.2
CPT0109850003
Normal
0.2
CPT0083140003
Normal
0.2
CPT0001960003
Tumor
0.2
CPT0069700003
Tumor
0.2
CPT0147900003
Normal
0.2
CPT0015410003
Tumor
0.2
CPT0105550003
Normal
0.2
CPT0001060010
Tumor
0.2
CPT0104630003
Tumor
0.2
CPT0118200003
Tumor
0.2
CPT0083100003
Tumor
0.2
CPT0011750003
Normal
0.2
CPT0104970003
Tumor
0.2
CPT0086320003
Normal
0.2
CPT0069550003
Normal
0.1
CPT0008450003
Tumor
0.1
CPT0147600003
Normal
0.1
CPT0105010004
Normal
0.1
CPT0104650003
Normal
0.1
CPT0067070003
Tumor
0.1
CPT0001580009
Tumor
0.1
CPT0148300003
Normal
0.1
CPT0011930003
Normal
0.1
CPT0146700003
Normal
0.1
CPT0014260003
Tumor
0.1
CPT0053040004
Tumor
0.1
CPT0114660004
Tumor
0.1
CPT0148100003
Normal
0.1
CPT0148000003
Normal
0.1
CPT0148200003
Normal
0.1
CPT0104760003
Normal
0.1
CPT0063840003
Normal
0.1
CPT0063730003
Tumor
0.1
CPT0118240003
Normal
0.1
CPT0105740003
Normal
0.1
CPT0115070003
Tumor
0.1
CPT0146780004
Tumor
0.1
CPT0111590003
Normal
0.0
CPT0102450003
Tumor
0.0
CPT0109680004
Tumor
0.0
CPT0013600003
Tumor
0.0
CPT0109760003
Normal
0.0
CPT0001590003
Normal
0.0
CPT0051690004
Tumor
0.0
CPT0109830004
Tumor
0.0
CPT0086770003
Normal
0.0
CPT0118160003
Tumor
0.0
CPT0090900004
Normal
0.0
CPT0118360003
Normal
0.0
CPT0008410003
Tumor
0.0
CPT0092930003
Tumor
0.0
CPT0068130003
Normal
0.0
CPT0068610003
Tumor
0.0
CPT0113220003
Normal
0.0
CPT0110860004
Tumor
0.0
CPT0109720004
Tumor
0.0
CPT0147000003
Normal
0.0
CPT0105710003
Tumor
0.0
CPT0118890003
Normal
0.0
CPT0089360003
Normal
0.0
CPT0109710003
Normal
0.0
CPT0084170003
Normal
0.0
CPT0147880004
Tumor
0.0
CPT0090200003
Normal
0.0
CPT0067470004
Normal
0.0
CPT0090700003
Tumor
0.0
CPT0055100004
Tumor
0.0
CPT0090570004
Tumor
0.0
CPT0090720003
Normal
0.0
CPT0105610003
Normal
0.0
CPT0118570003
Tumor
0.0
CPT0067620003
Tumor
0.0
CPT0014930003
Normal
0.0
CPT0015420003
Normal
0.0
CPT0105190003
Normal
0.0
CPT0079830003
Tumor
0.0
CPT0068100003
Tumor
0.0
CPT0069370003
Normal
0.0
CPT0082850004
Tumor
0.0
CPT0114690003
Normal
0.0
CPT0086310003
Tumor
-0.1
CPT0105250003
Normal
-0.1
CPT0083390004
Tumor
-0.1
CPT0114010003
Normal
-0.1
CPT0102480003
Normal
-0.1
CPT0067950003
Normal
-0.1
CPT0105370004
Normal
-0.1
CPT0147100003
Normal
-0.1
CPT0068830003
Normal
-0.1
CPT0013630003
Normal
-0.1
CPT0105680003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0146800003
Normal
-0.1
CPT0083420003
Normal
-0.1
CPT0110980004
Tumor
-0.1
CPT0082890003
Normal
-0.1
CPT0068650003
Normal
-0.1
CPT0067110003
Normal
-0.1
CPT0001380003
Tumor
-0.2
CPT0109700003
Normal
-0.2
CPT0013910003
Normal
-0.2
CPT0146680004
Tumor
-0.2
CPT0013880003
Tumor
-0.2
CPT0118830003
Normal
-0.2
CPT0001970003
Normal
-0.2
CPT0113990003
Tumor
-0.2
CPT0079850003
Normal
-0.2
CPT0147400003
Normal
-0.2
CPT0111480003
Normal
-0.2
CPT0001070003
Normal
-0.2
CPT0146880004
Tumor
-0.2
CPT0110890003
Normal
-0.2
CPT0066810003
Normal
-0.2
CPT0082770003
Normal
-0.2
CPT0125830003
Normal
-0.2
CPT0000930003
Normal
-0.2
CPT0067290003
Normal
-0.2
CPT0114880003
Normal
-0.2
CPT0111300003
Tumor
-0.2
CPT0105980003
Normal
-0.2
CPT0118880003
Tumor
-0.2
CPT0097600003
Normal
-0.2
CPT0001390003
Normal
-0.2
CPT0067770003
Normal
-0.2
CPT0014290003
Normal
-0.2
CPT0023310003
Tumor
-0.3
CPT0091260003
Normal
-0.3
CPT0146600003
Normal
-0.3
CPT0090370003
Normal
-0.3
CPT0112080003
Normal
-0.3
CPT0052940004
Tumor
-0.3
CPT0052170004
Tumor
-0.3
CPT0091870003
Normal
-0.3
CPT0118180003
Normal
-0.4
CPT0001810003
Normal
-0.4
CPT0148280004
Tumor
-0.4
CPT0001690003
Normal
-0.4
CPT0066890003
Tumor
-0.4
CPT0062810003
Normal
-0.4
CPT0082740004
Tumor
-0.4
CPT0070080003
Normal
-0.4
CPT0008420003
Normal
-0.4
CPT0090600003
Normal
-0.4
CPT0118650003
Normal
-0.4
CPT0092940003
Normal
-0.4
CPT0083810003
Normal
-0.4
CPT0023320003
Normal
-0.5
CPT0066930003
Normal
-0.5
CPT0011910004
Tumor
-0.5
CPT0115090003
Normal
-0.5
CPT0147580004
Tumor
-0.5
CPT0106100003
Normal
-0.6
CPT0069720003
Normal
-0.8
CPT0021490003
Normal
-0.9
CPT0118010003
Normal
-0.9
CPT0021450003
Tumor
-0.9
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
CPT0146380004
Tumor
0.9
CPT0197740003
Tumor
0.8
CPT0197090003
Tumor
0.8
CPT0126740003
Tumor
0.7
CPT0147680004
Tumor
0.7
CPT0091820003
Tumor
0.7
CPT0237550004
Tumor
0.7
CPT0245830003
Tumor
0.7
CPT0238110004
Tumor
0.7
CPT0104930003
Tumor
0.6
CPT0237410004
Tumor
0.6
CPT0191860003
Tumor
0.6
CPT0186130003
Tumor
0.6
CPT0209490003
Tumor
0.6
CPT0223790003
Tumor
0.6
CPT0115830003
Tumor
0.6
CPT0083980003
Tumor
0.5
CPT0237200004
Tumor
0.5
CPT0202530004
Tumor
0.5
CPT0197210003
Tumor
0.5
CPT0010050003
Tumor
0.5
CPT0086260003
Tumor
0.5
CPT0227400003
Tumor
0.5
CPT0068280003
Tumor
0.5
CPT0126670003
Tumor
0.5
CPT0236420003
Tumor
0.5
CPT0079050003
Tumor
0.5
CPT0208770003
Tumor
0.5
CPT0204990003
Tumor
0.5
CPT0117720003
Tumor
0.5
CPT0237060004
Tumor
0.5
CPT0197150003
Tumor
0.5
CPT0237760003
Tumor
0.5
CPT0175560003
Tumor
0.5
CPT0218280003
Tumor
0.4
CPT0202170003
Tumor
0.4
CPT0102790003
Tumor
0.4
CPT0126810003
Tumor
0.4
CPT0175120003
Tumor
0.4
CPT0105420003
Tumor
0.4
CPT0146480004
Tumor
0.4
CPT0079100003
Tumor
0.4
CPT0237690004
Tumor
0.4
CPT0091050003
Tumor
0.4
CPT0130410003
Tumor
0.4
CPT0023470003
Tumor
0.3
CPT0234930004
Tumor
0.3
CPT0196810003
Tumor
0.3
CPT0090440003
Tumor
0.3
CPT0126390003
Tumor
0.3
CPT0195510003
Tumor
0.3
CPT0112650003
Tumor
0.3
CPT0175390003
Tumor
0.3
CPT0104360003
Tumor
0.3
CPT0112580003
Tumor
0.3
CPT0245780003
Tumor
0.3
CPT0130270003
Tumor
0.3
CPT0175260003
Tumor
0.3
CPT0001020003
Tumor
0.3
CPT0223820003
Normal
0.3
CPT0130030003
Tumor
0.3
CPT0063430003
Tumor
0.3
CPT0126830003
Normal
0.2
CPT0126530003
Tumor
0.2
CPT0237210003
Normal
0.2
CPT0186180003
Tumor
0.2
CPT0063480003
Tumor
0.2
CPT0221200003
Tumor
0.2
CPT0202720003
Tumor
0.2
CPT0089880003
Tumor
0.2
CPT0209020004
Tumor
0.2
CPT0186210003
Normal
0.2
CPT0232670003
Tumor
0.2
CPT0234790003
Tumor
0.2
CPT0136640003
Tumor
0.2
CPT0187370003
Tumor
0.2
CPT0245790003
Normal
0.2
CPT0219360003
Tumor
0.2
CPT0108560003
Tumor
0.1
CPT0183250004
Tumor
0.1
CPT0087190003
Tumor
0.1
CPT0237570003
Normal
0.1
CPT0204800003
Tumor
0.1
CPT0237710003
Normal
0.1
CPT0147700003
Normal
0.1
CPT0112660003
Normal
0.1
CPT0190550003
Tumor
0.1
CPT0126470003
Normal
0.1
CPT0112600003
Normal
0.1
CPT0128890003
Tumor
0.1
CPT0112540003
Tumor
0.1
CPT0101130003
Tumor
0.1
CPT0147180004
Tumor
0.1
CPT0218310003
Normal
0.1
CPT0112720003
Tumor
0.1
CPT0197860003
Normal
0.1
CPT0245880003
Tumor
0.1
CPT0098770003
Tumor
0.1
CPT0234560003
Tumor
0.1
CPT0202020008
Tumor
0.1
CPT0126450003
Tumor
0.1
CPT0197380003
Normal
0.1
CPT0225380003
Tumor
0.1
CPT0126400003
Normal
0.1
CPT0233600003
Tumor
0.1
CPT0175410003
Normal
0.1
CPT0209040003
Normal
0.0
CPT0221650003
Tumor
0.0
CPT0079060003
Normal
0.0
CPT0063440003
Normal
0.0
CPT0126760003
Normal
0.0
CPT0111150004
Tumor
0.0
CPT0191710003
Tumor
0.0
CPT0202220004
Normal
0.0
CPT0192540004
Tumor
0.0
CPT0197480003
Tumor
0.0
CPT0237970004
Tumor
0.0
CPT0202350004
Tumor
0.0
CPT0207210003
Tumor
0.0
CPT0130440004
Normal
0.0
CPT0108600003
Normal
0.0
CPT0191930003
Normal
0.0
CPT0146400003
Normal
0.0
CPT0010060003
Normal
0.0
CPT0007740003
Tumor
0.0
CPT0233320003
Tumor
0.0
CPT0079110003
Normal
0.0
CPT0237080003
Normal
0.0
CPT0069890003
Tumor
0.0
CPT0236430003
Normal
0.0
CPT0221220003
Normal
0.0
CPT0195520003
Normal
0.0
CPT0217420003
Tumor
0.0
CPT0023500003
Normal
0.0
CPT0222740003
Normal
0.0
CPT0064040003
Tumor
0.0
CPT0237780003
Normal
0.0
CPT0221660003
Normal
-0.1
CPT0128900003
Normal
-0.1
CPT0227420003
Normal
-0.1
CPT0146500003
Normal
-0.1
CPT0205000003
Normal
-0.1
CPT0136660003
Normal
-0.1
CPT0187380003
Normal
-0.1
CPT0208780003
Normal
-0.1
CPT0111000004
Normal
-0.1
CPT0175270003
Normal
-0.1
CPT0191750003
Normal
-0.1
CPT0238130003
Normal
-0.1
CPT0064050003
Normal
-0.1
CPT0233120003
Tumor
-0.1
CPT0115860003
Normal
-0.1
CPT0102840003
Normal
-0.1
CPT0112730003
Normal
-0.2
CPT0098800003
Normal
-0.2
CPT0105430003
Normal
-0.2
CPT0234820003
Normal
-0.2
CPT0219390003
Normal
-0.2
CPT0202740003
Normal
-0.2
CPT0204600003
Tumor
-0.2
CPT0007760003
Normal
-0.2
CPT0104380003
Normal
-0.2
CPT0091090003
Normal
-0.2
CPT0086270003
Normal
-0.2
CPT0234580003
Normal
-0.2
CPT0001030003
Normal
-0.2
CPT0202400004
Normal
-0.2
CPT0112550003
Normal
-0.2
CPT0245840003
Normal
-0.2
CPT0237430003
Normal
-0.3
CPT0241170003
Tumor
-0.3
CPT0123350003
Tumor
-0.3
CPT0091610003
Tumor
-0.3
CPT0192590004
Normal
-0.3
CPT0232690003
Normal
-0.3
CPT0197170003
Normal
-0.3
CPT0175160003
Normal
-0.3
CPT0233640003
Normal
-0.3
CPT0225470003
Normal
-0.3
CPT0147200003
Normal
-0.3
CPT0197100003
Normal
-0.3
CPT0217490003
Normal
-0.3
CPT0241210003
Normal
-0.3
CPT0204660003
Normal
-0.3
CPT0245890003
Normal
-0.3
CPT0130310003
Normal
-0.3
CPT0209510003
Normal
-0.4
CPT0204820003
Normal
-0.4
CPT0183270003
Normal
-0.4
CPT0207250003
Normal
-0.4
CPT0196820003
Normal
-0.4
CPT0087210003
Normal
-0.4
CPT0227070003
Normal
-0.4
CPT0091620003
Normal
-0.4
CPT0123370003
Normal
-0.5
CPT0104950003
Normal
-0.5
CPT0227020003
Tumor
-0.5
CPT0197520003
Normal
-0.5
CPT0068320003
Normal
-0.5
CPT0202040003
Normal
-0.5
CPT0186140003
Normal
-0.5
CPT0233160003
Normal
-0.5
CPT0222730003
Tumor
-0.5
CPT0083990003
Normal
-0.5
CPT0202580004
Normal
-0.6
CPT0130070003
Normal
-0.6
CPT0117770003
Normal
-0.6
CPT0233330003
Normal
-0.7
CPT0237990003
Normal
-0.7
CPT0063500003
Normal
-0.7
CPT0234950004
Normal
-0.7
CPT0069900003
Normal
-0.9
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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.