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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.
TUBA1C is validated prognostic, high expression is unfavorable in Lung Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
254.6
Number of samples
497
Samples
Sample
Description
TPM
TCGA-44-7670-01A
0 years, female, white, stage:Stage IIA, alive, 882 days
832.4
TCGA-05-4397-01A
0 years, male, stage:Stage IIB, dead, 731 days
827.5
TCGA-78-7542-01A
0 years, male, white, stage:Stage IB, dead, 321 days
804.5
TCGA-55-A493-01A
0 years, female, white, stage:Stage IB, alive, 28 days
795.9
TCGA-44-2668-01A
0 years, male, white, stage:Stage IB, dead, 761 days
790.9
TCGA-35-4123-01A
0 years, male, white, stage:Stage IA, alive, 182 days
722.0
TCGA-53-7624-01A
0 years, female, white, stage:Stage IV, dead, 1043 days
685.4
TCGA-91-6836-01A
0 years, female, white, stage:Stage IB, alive, 417 days
684.9
TCGA-MP-A4TA-01A
0 years, female, white, stage:Stage IA, dead, 950 days
675.4
TCGA-38-4631-01A
0 years, female, white, stage:Stage IB, dead, 354 days
659.3
TCGA-78-7146-01A
0 years, female, white, stage:Stage IIIA, dead, 173 days
650.6
TCGA-MP-A4TI-01A
0 years, male, white, stage:Stage IIA, dead, 429 days
643.4
TCGA-50-6594-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 370 days
641.0
TCGA-49-6745-01A
0 years, male, white, stage:Stage IIIA, alive, 522 days
636.1
TCGA-35-4122-01A
0 years, male, white, stage:Stage IA, alive, 225 days
630.8
TCGA-86-7953-01A
0 years, female, white, stage:Stage IA, alive, 997 days
621.0
TCGA-73-4666-01A
0 years, female, white, stage:Stage IV, alive, 800 days
613.6
TCGA-38-4629-01A
0 years, male, white, stage:Stage IIB, dead, 864 days
601.6
TCGA-83-5908-01A
0 years, female, white, stage:Stage IA, alive, 824 days
586.9
TCGA-86-8359-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
566.8
TCGA-49-6767-01A
0 years, female, white, stage:Stage IIB, alive, 677 days
566.0
TCGA-75-5125-01A
male, stage:Stage IIB, dead, 2027 days
562.5
TCGA-50-6595-01A
0 years, female, white, stage:Stage IIIA, dead, 189 days
550.8
TCGA-55-6978-01A
0 years, male, white, stage:Stage IIA, dead, 176 days
540.8
TCGA-49-4507-01A
0 years, female, white, stage:Stage IIIA, dead, 268 days
531.5
TCGA-55-1596-01A
0 years, male, asian, stage:Stage IIB, alive, 2065 days
530.2
TCGA-50-5072-01A
0 years, male, white, stage:Stage IIIA, dead, 250 days
525.3
TCGA-55-1594-01A
0 years, male, white, stage:Stage IIIA, alive, 1178 days
513.5
TCGA-44-7661-01A
0 years, female, white, stage:Stage IB, dead, 557 days
512.0
TCGA-38-4630-01A
0 years, female, white, stage:Stage IB, dead, 1073 days
505.7
TCGA-86-7954-01A
0 years, female, white, stage:Stage IB, alive, 605 days
505.4
TCGA-78-7155-01A
0 years, male, white, stage:Stage IB, dead, 1171 days
503.1
TCGA-64-5775-01A
0 years, male, white, stage:Stage IIIA, dead, 62 days
487.7
TCGA-95-8494-01A
0 years, male, white, stage:Stage IIA, alive, 84 days
486.7
TCGA-91-6848-01A
0 years, male, white, stage:Stage IIIA, alive, 224 days
479.9
TCGA-05-4389-01A
0 years, male, stage:Stage IA, alive, 1369 days
478.0
TCGA-49-4494-01A
0 years, male, white, stage:Stage IIIA, dead, 1081 days
477.3
TCGA-49-6743-01A
0 years, female, white, stage:Stage IIIA, alive, 1621 days
474.1
TCGA-44-5643-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 1013 days
472.9
TCGA-38-4625-01A
0 years, female, white, stage:Stage IB, alive, 2973 days
471.7
TCGA-05-4430-01A
0 years, female, stage:Stage IB, alive, 761 days
470.8
TCGA-78-7150-01A
0 years, male, white, stage:Stage IIB, dead, 666 days
470.7
TCGA-05-4250-01A
0 years, female, stage:Stage IIIA, dead, 121 days
468.6
TCGA-05-4415-01A
0 years, male, stage:Stage IIIB, dead, 91 days
463.8
TCGA-50-5044-01A
0 years, female, white, stage:Stage IIIB, dead, 624 days
463.7
TCGA-95-A4VN-01A
0 years, female, white, stage:Stage IIA, alive, 553 days
463.5
TCGA-78-7220-01A
0 years, female, white, stage:Stage IIIA, dead, 807 days
461.6
TCGA-38-4628-01A
0 years, female, white, stage:Stage IIB, dead, 1492 days
459.5
TCGA-05-4420-01A
0 years, male, stage:Stage IB, alive, 912 days
448.2
TCGA-05-4398-01A
0 years, female, stage:Stage IIIB, alive, 1431 days
439.5
TCGA-44-7667-01A
0 years, female, white, stage:Stage IIB, alive, 1097 days
439.0
TCGA-62-A471-01A
0 years, male, white, stage:Stage IIB, alive, 1246 days
436.0
TCGA-97-8176-01A
0 years, male, white, stage:Stage IIIA, dead, 468 days
433.6
TCGA-62-8394-01A
0 years, female, white, stage:Stage IIIB, dead, 139 days
430.9
TCGA-MP-A4SY-01A
0 years, male, white, stage:Stage IIB, dead, 1501 days
428.3
TCGA-91-6840-01A
0 years, female, white, stage:Stage IA, alive, 372 days
424.9
TCGA-93-8067-01A
0 years, male, asian, stage:Stage IB, alive, 186 days
424.9
TCGA-44-7669-01A
0 years, male, black or african american, stage:Stage IIA, dead, 574 days
424.3
TCGA-97-8175-01A
0 years, female, white, stage:Stage IB, alive, 551 days
419.1
TCGA-55-7726-01A
0 years, female, white, stage:Stage IA, alive, 652 days
418.1
TCGA-86-8358-01A
0 years, male, white, stage:Stage IB, alive, 653 days
416.5
TCGA-05-4427-01A
0 years, female, stage:Stage IIB, alive, 791 days
416.3
TCGA-44-A4SS-01A
0 years, male, white, stage:Stage IA, alive, 415 days
412.0
TCGA-05-4424-01A
0 years, male, stage:Stage IIB, alive, 913 days
411.6
TCGA-55-7570-01A
0 years, male, black or african american, stage:Stage IA, alive, 824 days
411.3
TCGA-55-8205-01A
0 years, female, white, stage:Stage IIA, alive, 599 days
408.6
TCGA-44-3918-01A
0 years, female, white, stage:Stage IA, alive, 1036 days
408.2
TCGA-44-2656-01A
0 years, male, white, stage:Stage IB, alive, 1429 days
406.9
TCGA-05-4434-01A
0 years, female, stage:Stage IV, dead, 457 days
403.7
TCGA-38-4632-01A
0 years, male, black or african american, stage:Stage IV, dead, 1357 days
401.8
TCGA-05-5425-01A
0 years, male, stage:Stage IIB, alive, 882 days
400.8
TCGA-44-4112-01A
0 years, female, white, stage:Stage IB, dead, 808 days
400.5
TCGA-75-5147-01A
female, stage:Stage IB, alive, 1333 days
399.8
TCGA-50-5933-01A
0 years, male, white, stage:Stage IIIB, dead, 2393 days
398.7
TCGA-50-6592-01A
0 years, female, white, stage:Stage IB, dead, 777 days
394.6
TCGA-91-6847-01A
0 years, female, white, stage:Stage IB, alive, 842 days
389.3
TCGA-73-4670-01A
0 years, female, white, stage:Stage IV, alive, 131 days
382.3
TCGA-55-8505-01A
0 years, male, white, stage:Stage IIIA, alive, 440 days
380.2
TCGA-69-7974-01A
0 years, female, white, stage:Stage IIIA, alive, 184 days
377.8
TCGA-05-4432-01A
0 years, male, stage:Stage IIB, alive, 761 days
373.5
TCGA-71-6725-01A
0 years, female, asian, stage:Stage IB, alive, 256 days
373.1
TCGA-78-8660-01A
0 years, male, stage:Stage IIB, dead, 321 days
371.5
TCGA-55-8302-01A
0 years, male, white, stage:Stage IB, alive, 478 days
369.1
TCGA-50-5931-01A
0 years, female, white, stage:Stage IB, dead, 434 days
368.8
TCGA-49-AARE-01A
0 years, female, black or african american, stage:Stage IA, dead, 1229 days
368.0
TCGA-86-A4D0-01A
0 years, male, white, stage:Stage IIA, dead, 116 days
366.8
TCGA-05-5429-01A
0 years, male, stage:Stage IIIA, dead, 275 days
366.6
TCGA-80-5611-01A
male, stage:Stage IB, alive, 2595 days
366.5
TCGA-73-7499-01A
0 years, female, white, stage:Stage IB, dead, 1531 days
365.8
TCGA-55-8085-01A
0 years, male, white, stage:Stage IA, alive, 904 days
365.7
TCGA-95-7039-01A
0 years, female, white, stage:Stage IIB, alive, 1272 days
364.6
TCGA-78-7145-01A
0 years, female, white, stage:Stage IV, dead, 826 days
364.3
TCGA-44-2662-01A
0 years, male, white, stage:Stage IB, alive, 1280 days
361.3
TCGA-86-8279-01A
0 years, male, white, stage:Stage IIA, alive, 949 days
359.6
TCGA-64-1676-01A
0 years, male, white, stage:Stage IA, alive, 1728 days
359.5
TCGA-73-4676-01A
0 years, male, white, stage:Stage IIA, dead, 281 days
357.1
TCGA-MN-A4N1-01A
0 years, male, black or african american, stage:Stage IIA, alive, 827 days
356.2
TCGA-86-8674-01A
0 years, male, white, stage:Stage IIA, alive, 806 days
356.0
TCGA-49-AAR9-01A
0 years, male, black or african american, stage:Stage IIB, dead, 260 days
354.9
TCGA-55-7994-01A
0 years, male, white, stage:Stage IIB, alive, 603 days
353.5
TCGA-50-6673-01A
0 years, female, white, stage:Stage I, dead, 22 days
353.2
TCGA-91-6829-01A
0 years, male, white, stage:Stage IB, dead, 1258 days
351.6
TCGA-78-8640-01A
0 years, male, stage:Stage IIA, alive, 7062 days
351.1
TCGA-05-4390-01A
0 years, female, stage:Stage IB, alive, 1126 days
349.8
TCGA-64-1678-01A
0 years, female, white, stage:'--, alive, 1189 days
349.6
TCGA-86-8074-01A
0 years, female, white, stage:Stage IIA, alive, 24 days
345.3
TCGA-73-4659-01A
0 years, male, white, stage:Stage IIIA, dead, 711 days
344.0
TCGA-86-8075-01A
0 years, female, white, stage:Stage IB, dead, 694 days
343.0
TCGA-62-8399-01A
0 years, male, white, stage:Stage IIIA, alive, 2696 days
342.9
TCGA-55-A48Y-01A
0 years, male, white, stage:Stage IIA, alive, 630 days
342.1
TCGA-L4-A4E5-01A
0 years, female, white, stage:Stage I, alive, 578 days
341.4
TCGA-86-7711-01A
0 years, male, white, stage:Stage IIA, dead, 1046 days
337.0
TCGA-50-5936-01A
0 years, male, white, stage:Stage IIIA, dead, 257 days
336.3
TCGA-62-8402-01A
0 years, female, white, stage:Stage IIIA, dead, 1498 days
334.4
TCGA-44-7660-01A
0 years, male, white, stage:Stage IB, alive, 592 days
333.9
TCGA-MP-A4TF-01A
0 years, female, white, stage:Stage IIA, dead, 336 days
332.9
TCGA-75-6214-01A
female, stage:Stage IIIA, dead, 1115 days
332.3
TCGA-44-7662-01A
0 years, male, white, stage:Stage IB, alive, 218 days
332.3
TCGA-50-5946-01A
0 years, male, white, stage:Stage IA, alive, 1617 days
331.7
TCGA-91-6830-01A
0 years, female, white, stage:Stage IIA, alive, 60 days
331.6
TCGA-99-8033-01A
0 years, female, white, stage:Stage IV, dead, 656 days
330.9
TCGA-49-4487-01A
0 years, female, white, stage:Stage IA, dead, 855 days
327.0
TCGA-55-7995-01A
0 years, female, white, stage:Stage IA, alive, 889 days
325.3
TCGA-L9-A5IP-01A
0 years, female, black or african american, stage:Stage IV, dead, 58 days
325.3
TCGA-55-6975-01A
0 years, male, white, stage:Stage IIB, dead, 118 days
324.4
TCGA-86-8672-01A
0 years, male, white, stage:Stage IIB, dead, 19 days
324.1
TCGA-44-6779-01A
0 years, female, white, stage:Stage IIB, dead, 500 days
322.9
TCGA-62-8395-01A
0 years, female, white, stage:Stage IIB, alive, 1216 days
321.2
TCGA-55-A494-01A
0 years, female, white, stage:Stage IB, alive, 481 days
320.7
TCGA-49-6761-01A
0 years, female, white, stage:Stage IIIA, alive, 354 days
316.5
TCGA-73-A9RS-01A
0 years, male, black or african american, stage:Stage IIB, dead, 340 days
316.3
TCGA-05-4402-01A
0 years, female, stage:Stage IV, dead, 244 days
314.8
TCGA-L9-A7SV-01A
0 years, male, black or african american, stage:Stage IIA, alive, 565 days
311.7
TCGA-86-7955-01A
0 years, male, white, stage:Stage IB, alive, 1072 days
310.6
TCGA-50-6591-01A
0 years, female, white, stage:Stage IV, dead, 119 days
309.9
TCGA-55-7576-01A
0 years, male, black or african american, stage:Stage IB, alive, 670 days
308.3
TCGA-64-1679-01A
0 years, female, white, stage:Stage IIIA, alive, 2488 days
308.1
TCGA-44-2665-01A
0 years, female, white, stage:Stage IIB, alive, 1301 days
307.8
TCGA-69-7980-01A
0 years, female, white, stage:Stage I, alive, 411 days
307.1
TCGA-62-8398-01A
0 years, male, white, stage:Stage IIIA, dead, 444 days
306.5
TCGA-49-4514-01A
0 years, female, white, stage:Stage IA, alive, 1700 days
306.0
TCGA-MP-A4T9-01A
0 years, female, white, stage:Stage IIIA, dead, 1265 days
305.5
TCGA-55-6712-01A
0 years, male, white, stage:Stage IIA, dead, 171 days
304.9
TCGA-95-7043-01A
0 years, female, white, stage:Stage IA, dead, 503 days
303.6
TCGA-55-6968-01A
0 years, male, white, stage:Stage IV, dead, 1293 days
299.5
TCGA-55-A491-01A
0 years, female, white, stage:Stage IA, alive, 626 days
299.3
TCGA-55-8507-01A
0 years, male, white, stage:Stage IA, alive, 418 days
299.3
TCGA-67-3771-01A
0 years, female, black or african american, stage:Stage IA, alive, 610 days
296.5
TCGA-MP-A4TE-01A
0 years, male, white, stage:Stage IIA, dead, 896 days
296.5
TCGA-71-8520-01A
0 years, female, asian, stage:Stage IB, dead, 210 days
294.6
TCGA-50-6590-01A
0 years, female, white, stage:Stage IB, dead, 1288 days
293.8
TCGA-73-4668-01A
0 years, female, american indian or alaska native, stage:Stage IIB, alive, 467 days
293.8
TCGA-55-6981-01A
0 years, female, white, stage:Stage IIIA, dead, 1379 days
293.7
TCGA-86-8073-01A
0 years, male, white, stage:Stage IB, alive, 740 days
291.2
TCGA-50-5066-01A
0 years, male, black or african american, stage:Stage IB, alive, 1442 days
287.9
TCGA-05-4433-01A
0 years, male, stage:Stage IB, alive, 730 days
285.9
TCGA-53-A4EZ-01A
0 years, male, white, stage:Stage IIA, alive, 1071 days
285.3
TCGA-75-7027-01A
male, stage:Stage IB, alive, 3059 days
283.2
TCGA-55-5899-01A
0 years, male, white, stage:'--, alive, 930 days
283.1
TCGA-78-7536-01A
0 years, male, white, stage:Stage IIIA, dead, 244 days
282.6
TCGA-05-4249-01A
0 years, male, stage:Stage IB, alive, 1523 days
281.6
TCGA-62-A46O-01A
0 years, female, white, stage:Stage IB, dead, 1454 days
281.2
TCGA-86-7713-01A
0 years, male, white, stage:Stage IIA, alive, 1157 days
280.9
TCGA-MP-A4T8-01A
0 years, male, stage:Stage IIIA, dead, 161 days
279.6
TCGA-49-4501-01A
0 years, female, white, stage:Stage IB, dead, 1421 days
277.6
TCGA-55-8094-01A
0 years, male, white, stage:Stage IV, alive, 541 days
276.5
TCGA-MP-A4TC-01A
0 years, male, white, stage:Stage IIIA, dead, 74 days
276.3
TCGA-97-7937-01A
0 years, male, white, stage:Stage IB, alive, 564 days
275.0
TCGA-86-8669-01A
0 years, male, white, stage:Stage IA, alive, 938 days
274.9
TCGA-49-6742-01A
0 years, male, white, stage:Stage IIA, dead, 488 days
274.7
TCGA-49-4488-01A
0 years, female, white, stage:Stage IA, dead, 869 days
272.3
TCGA-49-AAQV-01A
0 years, female, black or african american, stage:Stage II, dead, 677 days
271.9
TCGA-55-8614-01A
0 years, male, white, stage:Stage IB, alive, 536 days
271.9
TCGA-95-7567-01A
0 years, male, white, stage:Stage IIB, alive, 568 days
270.6
TCGA-49-AAR3-01A
0 years, male, black or african american, stage:Stage IIB, alive, 1893 days
269.9
TCGA-55-7281-01A
0 years, female, white, stage:Stage IA, alive, 872 days
269.8
TCGA-95-7947-01A
0 years, male, white, stage:Stage IA, alive, 477 days
269.0
TCGA-64-1677-01A
0 years, female, white, stage:Stage IIIA, dead, 628 days
268.9
TCGA-97-8547-01A
0 years, female, stage:Stage IIIA, alive, 657 days
268.8
TCGA-MP-A4SV-01A
0 years, male, stage:Stage IB, dead, 2620 days
268.2
TCGA-44-8117-01A
0 years, female, white, stage:Stage IB, alive, 385 days
267.7
TCGA-05-5715-01A
0 years, female, stage:Stage IB, alive, 62 days
266.9
TCGA-69-7760-01A
0 years, male, white, stage:Stage IIB, alive, 202 days
266.1
TCGA-91-6831-01A
0 years, male, white, stage:Stage IB, alive, 310 days
263.6
TCGA-55-6972-01A
0 years, male, white, stage:Stage IB, dead, 1632 days
260.6
TCGA-91-6835-01A
0 years, female, white, stage:Stage IA, alive, 79 days
258.0
TCGA-49-4506-01A
0 years, female, white, stage:Stage IIB, dead, 999 days
257.0
TCGA-69-8253-01A
0 years, female, black or african american, stage:Stage IIA, alive, 426 days
256.0
TCGA-95-7944-01A
0 years, male, white, stage:Stage IA, alive, 377 days
255.3
TCGA-55-6982-01A
0 years, female, white, stage:Stage IIB, dead, 995 days
254.4
TCGA-44-8119-01A
0 years, male, white, stage:Stage IIB, alive, 285 days
254.1
TCGA-38-4627-01A
0 years, female, white, stage:Stage IIA, dead, 1147 days
254.0
TCGA-05-4382-01A
0 years, male, stage:Stage IB, alive, 607 days
252.4
TCGA-86-A4JF-01A
0 years, male, white, stage:Stage IIB, dead, 737 days
252.2
TCGA-55-A490-01A
0 years, male, white, stage:Stage IIA, dead, 99 days
251.8
TCGA-86-8054-01A
0 years, male, white, stage:Stage IIB, alive, 1148 days
250.2
TCGA-64-5781-01A
0 years, female, white, stage:Stage IB, alive, 1559 days
250.0
TCGA-44-7672-01A
0 years, female, white, stage:Stage IA, alive, 719 days
249.7
TCGA-78-8662-01A
0 years, female, stage:Stage IB, dead, 3361 days
248.3
TCGA-44-5644-01A
0 years, female, white, stage:Stage IB, alive, 863 days
247.0
TCGA-MP-A4SW-01A
0 years, male, white, stage:Stage IIB, dead, 1778 days
247.0
TCGA-NJ-A4YP-01A
0 years, male, white, stage:Stage IB, alive, 50 days
246.9
TCGA-05-4425-01A
0 years, female, stage:Stage IV, alive, 669 days
245.5
TCGA-69-8453-01A
0 years, male, white, stage:Stage IIB, alive, 813 days
245.5
TCGA-64-5774-01A
0 years, male, white, stage:Stage IB, alive, 2676 days
245.0
TCGA-69-7979-01A
0 years, female, white, stage:Stage IB, alive, 408 days
244.6
TCGA-78-7154-01A
0 years, male, white, stage:Stage IIIA, dead, 593 days
244.2
TCGA-78-7160-01A
0 years, male, white, stage:Stage IV, dead, 697 days
244.1
TCGA-05-4396-01A
0 years, male, stage:Stage IIIB, dead, 303 days
244.0
TCGA-44-A47A-01A
0 years, female, white, stage:Stage IB, alive, 466 days
243.9
TCGA-64-1681-01A
0 years, female, white, stage:Stage IA, dead, 1167 days
242.8
TCGA-55-8204-01A
0 years, female, white, stage:Stage IB, alive, 515 days
241.8
TCGA-86-6562-01A
0 years, male, white, stage:Stage IIA, dead, 376 days
241.1
TCGA-44-6774-01A
0 years, female, white, stage:Stage IIIA, alive, 658 days
238.1
TCGA-MN-A4N5-01A
0 years, male, white, stage:Stage IA, alive, 84 days
238.0
TCGA-35-3615-01A
0 years, male, white, stage:Stage IB, alive, 14 days
235.6
TCGA-93-A4JQ-01A
0 years, male, white, stage:Stage IA, alive, 526 days
234.9
TCGA-50-5941-01A
0 years, female, white, stage:Stage IIIA, alive, 1474 days
233.9
TCGA-44-3396-01A
0 years, female, white, stage:Stage IIIA, alive, 1130 days
233.1
TCGA-49-AAR2-01A
0 years, male, black or african american, stage:Stage IB, alive, 2224 days
232.9
TCGA-05-4403-01A
0 years, male, stage:Stage IB, alive, 578 days
232.7
TCGA-86-8585-01A
0 years, male, white, stage:Stage IB, alive, 353 days
232.6
TCGA-44-3919-01A
0 years, female, white, stage:Stage IA, dead, 1026 days
231.8
TCGA-44-7671-01A
0 years, male, black or african american, stage:Stage IB, alive, 889 days
230.7
TCGA-50-5051-01A
0 years, female, white, stage:Stage IIIA, dead, 478 days
230.6
TCGA-55-A4DF-01A
0 years, male, white, stage:Stage IA, dead, 440 days
230.6
TCGA-55-6985-01A
0 years, female, white, stage:Stage IB, alive, 1233 days
230.5
TCGA-55-8090-01A
0 years, male, white, stage:Stage IA, dead, 598 days
230.5
TCGA-05-4405-01A
0 years, female, stage:Stage IB, alive, 610 days
230.5
TCGA-78-7143-01A
0 years, female, white, stage:Stage IB, dead, 4961 days
230.4
TCGA-L9-A50W-01A
0 years, male, black or african american, stage:Stage IIA, dead, 442 days
229.6
TCGA-05-5428-01A
0 years, male, stage:Stage IIA, alive, 670 days
228.6
TCGA-J2-8194-01A
0 years, female, white, stage:Stage IIB, alive, 724 days
228.0
TCGA-50-5939-01A
0 years, male, white, stage:Stage IB, dead, 460 days
227.5
TCGA-50-5045-01A
0 years, female, black or african american, stage:'--, dead, 2174 days
226.7
TCGA-49-AAR0-01A
0 years, male, black or african american, stage:Stage IA, alive, 4765 days
225.8
TCGA-44-A47B-01A
0 years, male, white, stage:Stage IB, alive, 287 days
225.0
TCGA-78-7158-01A
0 years, female, white, stage:Stage IIIB, dead, 179 days
224.7
TCGA-86-8673-01A
0 years, male, white, stage:Stage IB, alive, 862 days
224.7
TCGA-MP-A4T7-01A
0 years, female, stage:Stage IV, dead, 167 days
224.6
TCGA-44-3398-01A
0 years, female, white, stage:Stage IA, alive, 1163 days
223.3
TCGA-44-3917-01A
0 years, female, white, stage:Stage IB, alive, 1183 days
223.0
TCGA-97-A4LX-01A
0 years, male, white, stage:Stage IB, alive, 614 days
222.9
TCGA-49-AARQ-01A
0 years, female, black or african american, stage:Stage I, alive, 6732 days
221.2
TCGA-86-8056-01A
0 years, female, white, stage:Stage IIIA, alive, 139 days
221.0
TCGA-55-8615-01A
0 years, male, white, stage:Stage IIIA, alive, 446 days
220.0
TCGA-55-8301-01A
0 years, male, white, stage:Stage IB, alive, 534 days
219.9
TCGA-97-7554-01A
0 years, female, white, stage:Stage IIIA, alive, 775 days
219.6
TCGA-55-8506-01A
0 years, female, white, stage:Stage IIB, alive, 11 days
218.8
TCGA-97-A4M3-01A
0 years, female, white, stage:Stage IA, alive, 540 days
218.4
TCGA-55-6986-01A
0 years, female, white, stage:Stage IB, alive, 3261 days
218.2
TCGA-55-6979-01A
0 years, female, white, stage:Stage IIB, dead, 237 days
218.1
TCGA-55-7903-01A
0 years, male, white, stage:Stage IA, alive, 567 days
217.9
TCGA-62-A472-01A
0 years, male, white, stage:Stage IIB, alive, 910 days
217.7
TCGA-91-8499-01A
0 years, female, white, stage:Stage IA, alive, 36 days
217.2
TCGA-55-8620-01A
0 years, male, white, stage:Stage IV, dead, 375 days
216.3
TCGA-NJ-A4YI-01A
0 years, female, white, stage:Stage IIIA, dead, 4 days
213.6
TCGA-75-5146-01A
male, stage:Stage IB, alive, 2368 days
213.3
TCGA-44-8120-01A
0 years, male, black or african american, stage:Stage IB, alive, 260 days
213.0
TCGA-67-3770-01A
0 years, female, white, stage:Stage IA, alive, 610 days
212.6
TCGA-50-6593-01A
0 years, female, white, stage:Stage IIIA, dead, 336 days
212.3
TCGA-05-4418-01A
0 years, male, stage:Stage IIIA, dead, 274 days
212.0
TCGA-78-7539-01A
0 years, female, white, stage:Stage IIA, alive, 791 days
211.1
TCGA-MP-A4TK-01A
0 years, female, stage:Stage IIB, dead, 582 days
210.8
TCGA-53-7813-01A
0 years, female, white, stage:Stage IIIB, alive, 424 days
210.0
TCGA-95-7562-01A
0 years, male, black or african american, stage:Stage IIA, dead, 87 days
209.9
TCGA-55-8511-01A
0 years, female, white, stage:Stage IB, alive, 552 days
209.8
TCGA-69-7978-01A
0 years, male, white, stage:Stage IIB, alive, 134 days
209.6
TCGA-NJ-A4YF-01A
0 years, female, black or african american, stage:Stage IA, alive, 2161 days
207.3
TCGA-80-5608-01A
female, stage:Stage IA, alive, 2832 days
207.0
TCGA-35-5375-01A
0 years, male, white, stage:Stage IIIA, alive, 264 days
205.5
TCGA-50-5935-01A
0 years, female, white, stage:Stage IA, dead, 653 days
204.8
TCGA-67-6215-01A
0 years, female, white, stage:Stage IB, alive, 174 days
204.4
TCGA-38-6178-01A
0 years, female, white, stage:Stage IIIA, alive, 448 days
204.3
TCGA-38-4626-01A
0 years, female, white, stage:'--, alive, 3674 days
202.7
TCGA-55-7724-01A
0 years, female, white, stage:Stage IB, alive, 705 days
202.0
TCGA-05-5423-01A
0 years, male, stage:Stage IIB, alive, 151 days
201.9
TCGA-78-7163-01A
0 years, male, white, stage:Stage IB, alive, 7248 days
201.3
TCGA-78-8655-01A
0 years, female, stage:Stage IA, alive, 2360 days
200.9
TCGA-78-7540-01A
0 years, female, white, stage:Stage IB, dead, 1197 days
200.1
TCGA-55-8087-01A
0 years, female, white, stage:Stage IB, alive, 462 days
197.1
TCGA-97-8179-01A
0 years, male, white, stage:Stage IA, alive, 435 days
197.0
TCGA-49-AARO-01A
0 years, female, black or african american, stage:Stage IA, alive, 3759 days
196.1
TCGA-62-A470-01A
0 years, male, white, stage:Stage IB, dead, 1194 days
195.4
TCGA-49-6744-01A
0 years, female, white, stage:Stage IIA, alive, 1683 days
195.3
TCGA-99-8025-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 1060 days
195.3
TCGA-64-5815-01A
0 years, male, white, stage:Stage IIB, alive, 866 days
195.0
TCGA-MP-A4TD-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
194.8
TCGA-55-8299-01A
0 years, female, white, stage:Stage IA, dead, 469 days
194.1
TCGA-44-7659-01A
0 years, male, white, stage:Stage IA, alive, 691 days
194.0
TCGA-55-1592-01A
0 years, male, white, stage:Stage IA, dead, 701 days
193.1
TCGA-78-7148-01A
0 years, male, white, stage:Stage IIB, dead, 626 days
193.0
TCGA-97-7938-01A
0 years, female, white, stage:Stage IA, dead, 18 days
192.6
TCGA-MP-A4T4-01A
0 years, female, white, stage:Stage IIB, dead, 2617 days
192.4
TCGA-55-8097-01A
0 years, female, white, stage:Stage IA, alive, 476 days
192.3
TCGA-73-4662-01A
0 years, female, white, stage:Stage IA, alive, 2515 days
191.9
TCGA-44-2655-01A
0 years, female, white, stage:Stage IA, alive, 1324 days
191.8
TCGA-55-8096-01A
0 years, female, white, stage:Stage IB, dead, 719 days
190.8
TCGA-55-6970-01A
0 years, female, white, stage:Stage IIIA, dead, 464 days
189.9
TCGA-55-8510-01A
0 years, female, white, stage:Stage IB, alive, 539 days
189.7
TCGA-67-3774-01A
0 years, female, white, stage:Stage IB, alive, 385 days
188.7
TCGA-86-8055-01A
0 years, male, white, stage:Stage IIA, dead, 124 days
188.3
TCGA-95-7948-01A
0 years, female, white, stage:Stage IB, alive, 476 days
187.7
TCGA-50-5944-01A
0 years, female, white, stage:Stage IA, alive, 1750 days
186.5
TCGA-97-A4M5-01A
0 years, male, white, stage:Stage IA, alive, 634 days
185.8
TCGA-69-7973-01A
0 years, female, white, stage:Stage IB, alive, 230 days
185.2
TCGA-55-7283-01A
0 years, female, white, stage:Stage IIIA, alive, 609 days
184.8
TCGA-05-4426-01A
0 years, male, stage:Stage IB, alive, 791 days
184.1
TCGA-78-7147-01A
0 years, female, white, stage:Stage IIB, dead, 586 days
183.2
TCGA-97-8177-01A
0 years, female, white, stage:Stage IB, alive, 499 days
182.4
TCGA-97-7546-01A
0 years, female, white, stage:Stage IA, alive, 1285 days
182.1
TCGA-L9-A8F4-01A
0 years, female, black or african american, stage:Stage IB, alive, 476 days
181.6
TCGA-86-8278-01A
0 years, female, white, stage:Stage IIB, alive, 944 days
181.0
TCGA-73-4675-01A
0 years, male, white, stage:Stage IIIA, dead, 922 days
180.5
TCGA-55-6984-01A
0 years, female, white, stage:Stage IIB, dead, 760 days
180.4
TCGA-55-A57B-01A
0 years, female, black or african american, stage:Stage IA, alive, 546 days
179.1
TCGA-67-3772-01A
0 years, female, white, stage:Stage IB, alive, 573 days
178.7
TCGA-44-6777-01A
0 years, female, white, stage:Stage IB, dead, 987 days
178.6
TCGA-73-4658-01A
0 years, female, white, stage:Stage IB, dead, 1600 days
178.6
TCGA-75-6206-01A
male, stage:Stage IB, alive, 2590 days
177.9
TCGA-44-6776-01A
0 years, female, white, stage:Stage IA, alive, 2616 days
177.8
TCGA-55-6980-01A
0 years, male, white, stage:Stage IA, alive, 2109 days
177.5
TCGA-93-7347-01A
0 years, female, white, stage:Stage IA, alive, 683 days
177.3
TCGA-95-8039-01A
0 years, male, white, stage:Stage IA, alive, 830 days
176.7
TCGA-55-7728-01A
0 years, female, white, stage:Stage IB, alive, 704 days
176.1
TCGA-J2-A4AD-01A
0 years, female, white, stage:Stage IA, dead, 550 days
176.0
TCGA-97-7941-01A
0 years, female, white, stage:Stage IA, alive, 484 days
175.0
TCGA-67-6216-01A
0 years, female, white, stage:Stage IA, alive, 141 days
174.9
TCGA-L9-A743-01A
0 years, male, black or african american, stage:Stage IIA, alive, 664 days
174.5
TCGA-53-7626-01A
0 years, female, white, stage:Stage IIA, dead, 929 days
174.4
TCGA-67-3773-01A
0 years, female, white, stage:Stage IB, alive, 427 days
174.2
TCGA-64-5778-01A
0 years, male, white, stage:Stage IB, alive, 1305 days
173.0
TCGA-44-6778-01A
0 years, male, black or african american, stage:Stage IA, alive, 1864 days
172.9
TCGA-L9-A443-01A
0 years, female, white, stage:Stage IA, dead, 193 days
172.8
TCGA-NJ-A4YG-01A
0 years, male, white, stage:Stage IB, alive, 2261 days
172.6
TCGA-55-8091-01A
0 years, male, white, stage:Stage IB, alive, 600 days
172.5
TCGA-49-4510-01A
0 years, female, black or african american, stage:Stage IIB, dead, 896 days
172.2
TCGA-86-A4P7-01A
0 years, female, white, stage:Stage IB, alive, 415 days
171.9
TCGA-05-5420-01A
0 years, male, stage:Stage IIIA, alive, 457 days
171.5
TCGA-J2-A4AG-01A
0 years, female, white, stage:Stage IA, alive, 988 days
171.3
TCGA-91-6828-01A
0 years, male, white, stage:Stage IA, alive, 323 days
168.9
TCGA-55-8616-01A
0 years, female, white, stage:Stage IB, alive, 48 days
168.3
TCGA-44-6145-01A
0 years, female, white, stage:Stage IA, alive, 595 days
166.3
TCGA-55-7911-01A
0 years, female, white, stage:Stage IA, alive, 537 days
166.1
TCGA-MN-A4N4-01A
0 years, male, white, stage:Stage IA, alive, 1175 days
166.0
TCGA-55-8089-01A
0 years, male, white, stage:Stage IA, dead, 702 days
165.9
TCGA-97-A4M0-01A
0 years, female, white, stage:Stage IB, alive, 652 days
165.8
TCGA-44-6147-01A
0 years, female, white, stage:Stage IA, alive, 845 days
165.6
TCGA-69-8255-01A
0 years, male, white, stage:Stage IA, alive, 129 days
164.3
TCGA-44-2659-01A
0 years, female, white, stage:Stage IIB, alive, 1367 days
164.0
TCGA-05-4417-01A
0 years, female, stage:Stage IB, alive, 455 days
164.0
TCGA-50-5068-01A
0 years, female, white, stage:Stage IIB, dead, 1499 days
163.5
TCGA-97-A4M6-01A
0 years, female, white, stage:Stage IA, alive, 568 days
163.1
TCGA-49-4512-01A
0 years, female, white, stage:Stage IIIA, dead, 905 days
162.7
TCGA-62-A46V-01A
0 years, female, white, stage:Stage IB, alive, 2199 days
162.3
TCGA-49-4505-01A
0 years, female, white, stage:Stage IIB, dead, 428 days
161.7
TCGA-50-6597-01A
0 years, female, white, stage:Stage IB, dead, 1268 days
161.3
TCGA-55-8208-01A
0 years, female, white, stage:Stage IA, alive, 674 days
161.2
TCGA-MP-A5C7-01A
0 years, female, white, stage:Stage IB, alive, 2248 days
161.1
TCGA-78-7159-01A
0 years, female, white, stage:Stage IA, alive, 1974 days
161.0
TCGA-69-8254-01A
0 years, male, white, stage:'--, alive, 409 days
160.5
TCGA-86-7701-01A
0 years, male, white, stage:Stage IV, alive, 947 days
160.4
TCGA-50-7109-01A
0 years, male, white, stage:Stage IA, dead, 308 days
160.3
TCGA-97-8171-01A
0 years, male, asian, stage:Stage IV, alive, 568 days
160.3
TCGA-93-7348-01A
0 years, female, white, stage:Stage IA, alive, 531 days
160.1
TCGA-97-7553-01A
0 years, female, white, stage:Stage IA, alive, 1870 days
159.7
TCGA-95-A4VK-01A
0 years, female, white, stage:Stage IIIA, alive, 651 days
159.0
TCGA-MP-A4T6-01A
0 years, female, white, stage:Stage IIIA, dead, 1790 days
158.9
TCGA-O1-A52J-01A
0 years, female, white, stage:Stage IA, dead, 1798 days
158.7
TCGA-93-A4JP-01A
0 years, male, asian, stage:Stage IV, alive, 578 days
158.6
TCGA-78-7535-01A
0 years, male, white, stage:Stage IB, dead, 949 days
158.2
TCGA-55-A48Z-01A
0 years, female, white, stage:Stage IIIB, alive, 651 days
157.8
TCGA-93-A4JN-01A
0 years, male, white, stage:Stage IV, alive, 718 days
157.3
TCGA-78-7162-01A
0 years, male, white, stage:Stage IA, dead, 3169 days
156.2
TCGA-69-A59K-01A
0 years, female, black or african american, stage:Stage IIB, alive, 591 days
155.9
TCGA-44-6146-01A
0 years, male, white, stage:Stage IIB, alive, 728 days
155.4
TCGA-73-4677-01A
0 years, male, white, stage:'--, dead, 38 days
154.0
TCGA-78-7149-01A
0 years, male, white, stage:Stage IIIB, alive, 3940 days
153.9
TCGA-55-8514-01A
0 years, female, black or african american, stage:Stage IB, alive, 520 days
153.7
TCGA-50-5055-01A
0 years, female, white, stage:Stage IIA, dead, 1830 days
153.6
TCGA-86-8671-01A
0 years, female, white, stage:Stage IIB, alive, 839 days
153.3
TCGA-50-8459-01A
0 years, male, white, stage:Stage IIB, alive, 1119 days
153.2
TCGA-50-5049-01A
0 years, male, white, stage:Stage IA, alive, 3094 days
151.0
TCGA-69-7765-01A
0 years, male, black or african american, stage:'--, alive, 165 days
150.6
TCGA-44-6775-01A
0 years, female, white, stage:Stage IB, alive, 705 days
149.8
TCGA-49-AAR4-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 879 days
149.3
TCGA-55-7907-01A
0 years, male, white, stage:Stage IIA, dead, 343 days
149.3
TCGA-55-6543-01A
0 years, female, white, stage:Stage IA, alive, 435 days
149.2
TCGA-49-AARN-01A
0 years, female, black or african american, stage:Stage IA, dead, 1135 days
149.2
TCGA-L4-A4E6-01A
0 years, male, white, stage:Stage IA, alive, 435 days
148.1
TCGA-69-7763-01A
0 years, male, white, stage:Stage IA, alive, 690 days
147.9
TCGA-55-7910-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1040 days
146.9
TCGA-95-A4VP-01A
0 years, female, white, stage:Stage IIIA, alive, 605 days
146.4
TCGA-55-A48X-01A
0 years, female, white, stage:Stage IIA, alive, 689 days
145.0
TCGA-69-7761-01A
0 years, male, white, stage:Stage IB, alive, 186 days
144.4
TCGA-97-A4M2-01A
0 years, male, white, stage:Stage IA, alive, 624 days
141.4
TCGA-99-8032-01A
0 years, male, white, stage:Stage IA, alive, 44 days
140.2
TCGA-55-8513-01A
0 years, female, white, stage:Stage IIB, alive, 791 days
140.0
TCGA-75-6212-01A
female, stage:Stage IIB, dead, 1516 days
139.9
TCGA-49-4490-01A
0 years, female, white, stage:Stage IIIA, dead, 385 days
139.8
TCGA-62-A46Y-01A
0 years, female, white, stage:Stage IIIA, dead, 414 days
139.3
TCGA-05-4422-01A
0 years, male, stage:Stage IB, alive, 365 days
138.2
TCGA-78-7152-01A
0 years, male, white, stage:Stage IB, dead, 1215 days
138.0
TCGA-NJ-A4YQ-01A
0 years, female, white, stage:Stage IA, alive, 1432 days
137.9
TCGA-55-6987-01A
0 years, male, white, stage:Stage IA, alive, 2137 days
137.5
TCGA-78-7166-01A
0 years, male, white, stage:Stage IIB, dead, 258 days
136.7
TCGA-44-A479-01A
0 years, female, black or african american, stage:Stage IB, alive, 486 days
135.1
TCGA-55-8203-01A
0 years, female, white, stage:Stage IA, alive, 547 days
134.2
TCGA-05-4384-01A
0 years, male, stage:Stage IIIA, alive, 426 days
133.9
TCGA-55-6983-01A
0 years, male, white, stage:Stage IIB, alive, 2823 days
133.7
TCGA-86-8280-01A
0 years, female, white, stage:Stage IIA, alive, 701 days
133.6
TCGA-55-7815-01A
0 years, male, stage:Stage IB, alive, 773 days
133.4
TCGA-44-2661-01A
0 years, female, white, stage:Stage IA, alive, 1159 days
132.2
TCGA-64-1680-01A
0 years, male, white, stage:Stage IV, alive, 1126 days
131.9
TCGA-86-A456-01A
0 years, female, asian, stage:Stage IA, alive, 896 days
131.9
TCGA-55-7227-01A
0 years, male, white, stage:Stage IIIA, dead, 952 days
131.2
TCGA-50-5932-01A
0 years, male, white, stage:Stage IIB, dead, 1235 days
131.1
TCGA-97-A4M7-01A
0 years, male, white, stage:Stage IA, alive, 629 days
131.0
TCGA-91-7771-01A
0 years, male, white, stage:Stage IIB, alive, 492 days
129.2
TCGA-55-7574-01A
0 years, female, white, stage:Stage IB, dead, 995 days
129.1
TCGA-MP-A4TJ-01A
0 years, female, stage:Stage IA, dead, 339 days
126.3
TCGA-55-7573-01A
0 years, female, white, stage:Stage IA, alive, 487 days
125.6
TCGA-78-7633-01A
0 years, male, white, stage:Stage IB, dead, 1528 days
125.4
TCGA-44-5645-01A
0 years, female, black or african american, stage:Stage IA, alive, 852 days
125.0
TCGA-91-A4BC-01A
0 years, male, white, stage:Stage IIA, alive, 44 days
124.3
TCGA-99-7458-01A
0 years, female, white, stage:Stage IIIA, alive, 747 days
122.8
TCGA-38-7271-01A
0 years, female, white, stage:Stage IA, dead, 800 days
122.2
TCGA-50-8460-01A
0 years, male, white, stage:Stage IA, alive, 829 days
121.6
TCGA-55-8621-01A
0 years, female, white, stage:Stage IA, alive, 515 days
121.2
TCGA-NJ-A55O-01A
0 years, female, white, stage:Stage IIA, alive, 13 days
120.8
TCGA-55-7727-01A
0 years, male, white, stage:Stage IIIA, alive, 119 days
120.6
TCGA-78-7167-01A
0 years, male, white, stage:Stage IV, dead, 2681 days
120.1
TCGA-44-A47G-01A
0 years, female, white, stage:Stage IA, alive, 351 days
119.6
TCGA-62-A46P-01A
0 years, male, white, stage:Stage IB, dead, 594 days
119.6
TCGA-62-A46R-01A
0 years, female, white, stage:Stage IB, dead, 1725 days
119.4
TCGA-NJ-A7XG-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 617 days
119.3
TCGA-4B-A93V-01A
0 years, female, black or african american, stage:Stage IA, dead, 300 days
119.1
TCGA-78-7156-01A
0 years, male, white, stage:Stage IV, dead, 976 days
118.9
TCGA-78-7153-01A
0 years, female, white, stage:Stage IB, alive, 3635 days
118.2
TCGA-91-6849-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 35 days
117.6
TCGA-49-4486-01A
0 years, male, white, stage:Stage IA, dead, 2318 days
117.4
TCGA-86-8076-01A
0 years, male, white, stage:Stage IA, alive, 993 days
116.6
TCGA-78-7161-01A
0 years, female, white, stage:Stage IIB, dead, 291 days
116.4
TCGA-55-6642-01A
0 years, male, white, stage:Stage IB, alive, 2449 days
116.3
TCGA-67-6217-01A
0 years, female, white, stage:Stage IIA, alive, 422 days
116.3
TCGA-55-8512-01A
0 years, male, white, stage:Stage IV, dead, 607 days
116.1
TCGA-55-6971-01A
0 years, female, white, stage:Stage IB, alive, 1400 days
115.8
TCGA-69-7764-01A
0 years, male, white, stage:Stage IA, alive, 414 days
114.8
TCGA-NJ-A55R-01A
0 years, male, white, stage:Stage IA, alive, 603 days
114.2
TCGA-97-8172-01A
0 years, female, white, stage:Stage IB, alive, 545 days
114.2
TCGA-78-7537-01A
0 years, male, stage:Stage IB, dead, 1622 days
113.5
TCGA-55-8508-01A
0 years, female, black or african american, stage:Stage IIA, alive, 617 days
112.6
TCGA-62-8397-01A
0 years, female, white, stage:Stage IIB, alive, 1289 days
112.4
TCGA-55-7816-01A
0 years, female, white, stage:Stage IV, dead, 468 days
112.4
TCGA-44-2666-01A
0 years, male, white, stage:Stage IB, dead, 97 days
111.2
TCGA-55-8206-01A
0 years, male, white, stage:Stage IA, alive, 888 days
111.1
TCGA-J2-8192-01A
0 years, female, white, stage:Stage IIA, alive, 739 days
110.5
TCGA-86-8668-01A
0 years, female, white, stage:Stage IA, alive, 423 days
110.5
TCGA-93-A4JO-01A
0 years, male, white, stage:Stage IA, dead, 33 days
110.2
TCGA-L9-A444-01A
0 years, female, white, stage:Stage IA, alive, 307 days
109.2
TCGA-86-7714-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 625 days
108.0
TCGA-91-8496-01A
0 years, female, white, stage:Stage IB, alive, 505 days
107.9
TCGA-55-A492-01A
0 years, female, white, stage:Stage IA, alive, 596 days
107.8
TCGA-50-5930-01A
0 years, male, white, stage:Stage IIIA, dead, 282 days
107.7
TCGA-NJ-A55A-01A
0 years, female, white, stage:Stage IB, alive, 15 days
107.5
TCGA-99-8028-01A
0 years, female, black or african american, stage:Stage IA, alive, 1118 days
104.9
TCGA-97-8552-01A
0 years, female, white, stage:Stage I, alive, 626 days
104.2
TCGA-97-A4M1-01A
0 years, female, white, stage:Stage IA, alive, 601 days
103.2
TCGA-55-8619-01A
0 years, female, white, stage:Stage IIB, alive, 416 days
101.6
TCGA-75-7025-01A
male, stage:Stage IB, alive, 3305 days
101.4
TCGA-73-7498-01A
0 years, female, white, stage:Stage IA, alive, 1189 days
101.3
TCGA-64-5779-01A
0 years, male, white, stage:Stage IIIA, alive, 864 days
100.8
TCGA-55-7914-01A
0 years, female, white, stage:Stage IIA, dead, 187 days
99.6
TCGA-78-8648-01A
0 years, female, stage:Stage IIB, dead, 1209 days
97.4
TCGA-97-7547-01A
0 years, female, white, stage:Stage IB, alive, 1965 days
95.5
TCGA-MP-A4TH-01A
0 years, female, white, stage:Stage IA, alive, 741 days
95.0
TCGA-86-6851-01A
0 years, female, white, stage:Stage IIA, alive, 179 days
91.9
TCGA-62-A46S-01A
0 years, male, white, stage:Stage IB, dead, 1653 days
89.7
TCGA-91-8497-01A
0 years, female, white, stage:Stage IA, dead, 434 days
89.2
TCGA-49-AARR-01A
0 years, male, black or african american, stage:Stage IA, alive, 4992 days
88.4
TCGA-44-A4SU-01A
0 years, female, white, stage:Stage IA, dead, 409 days
88.2
TCGA-38-A44F-01A
0 years, male, white, stage:Stage IB, alive, 133 days
88.0
TCGA-55-7725-01A
0 years, female, white, stage:Stage IA, alive, 442 days
84.0
TCGA-50-5942-01A
0 years, female, white, stage:Stage IA, alive, 1847 days
82.7
TCGA-44-2657-01A
0 years, female, white, stage:Stage IB, alive, 1351 days
81.5
TCGA-99-AA5R-01A
0 years, female, black or african american, stage:Stage IA, alive, 658 days
80.5
TCGA-97-7552-01A
0 years, male, white, stage:Stage IB, alive, 1932 days
79.0
TCGA-55-A4DG-01A
0 years, male, white, stage:Stage IA, alive, 608 days
78.7
TCGA-55-8207-01A
0 years, male, white, stage:Stage IB, alive, 977 days
77.2
TCGA-97-8174-01A
0 years, male, white, stage:Stage IIA, dead, 164 days
75.3
TCGA-55-8092-01A
0 years, male, white, stage:Stage IIB, dead, 154 days
74.4
TCGA-50-8457-01A
0 years, female, black or african american, stage:Stage IA, alive, 1125 days
73.8
TCGA-86-A4P8-01A
0 years, female, white, stage:Stage IIIA, alive, 805 days
73.8
TCGA-S2-AA1A-01A
0 years, female, black or african american, stage:Stage IA, alive, 513 days
65.8
TCGA-91-A4BD-01A
0 years, male, white, stage:Stage IIA, alive, 603 days
62.5
TCGA-J2-A4AE-01A
0 years, female, white, stage:Stage IA, alive, 1079 days
62.4
TCGA-44-6148-01A
0 years, male, white, stage:Stage IA, alive, 704 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.
TUBA1C is validated prognostic, high expression is unfavorable 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
227.7
Number of samples
105
Samples
Sample
Description
TPM
L749
0 years, female, stage:Stage IIIA, dead, 189 days
615.3
L703
0 years, male, stage:Stage IIA, dead, 1137 days
478.5
L446
0 years, female, stage:Stage IIB, dead, 415 days
467.5
L546
0 years, male, stage:Stage IA, dead, 973 days
444.3
L613
0 years, male, stage:Stage IIIA, dead, 19 days
437.6
L530
0 years, female, stage:Stage IIA, dead, 308 days
432.4
L827
0 years, male, stage:Stage IIB, dead, 1105 days
403.7
L596
0 years, female, stage:Stage IA, alive, 2319 days
363.2
L532
0 years, female, stage:Stage IA, dead, 301 days
360.1
L621
0 years, female, stage:Stage IIIA, dead, 1487 days
349.8
L828
0 years, female, stage:Stage IIB, alive, 2222 days
339.9
L557
0 years, female, stage:Stage IB, alive, 2580 days
338.5
L890
0 years, female, stage:Stage IIB, dead, 1264 days
331.7
L810
0 years, female, stage:Stage IIIA, dead, 625 days
329.4
L616
0 years, male, stage:Stage IA, dead, 410 days
327.6
L768
0 years, male, stage:Stage IIIA, dead, 472 days
327.4
L458
0 years, female, stage:Stage IA, dead, 223 days
323.2
L531
0 years, male, stage:Stage IB, dead, 928 days
320.2
L802
0 years, female, stage:Stage IA, dead, 773 days
314.8
L462
0 years, male, stage:Stage IIIA, dead, 568 days
314.7
L728
0 years, male, stage:Stage IIB, dead, 1128 days
314.7
L599
0 years, male, stage:Stage IB, dead, 2083 days
311.9
L484
0 years, female, stage:Stage IA, alive, 2895 days
300.1
L766
0 years, male, stage:Stage IB, alive, 1793 days
299.8
L565
0 years, female, stage:Stage IB, dead, 543 days
299.7
L617
0 years, male, stage:Stage IIIA, dead, 238 days
298.6
L620
0 years, female, stage:Stage IIIA, dead, 338 days
294.6
L678
0 years, female, stage:Stage IB, dead, 1114 days
285.8
L551
0 years, male, stage:Stage IA, alive, 2924 days
282.6
L404
0 years, female, stage:Stage IIA, dead, 2318 days
279.9
L871
0 years, male, stage:Stage IB, dead, 873 days
275.4
L656
0 years, male, stage:Stage IA, alive, 2227 days
267.5
L746
0 years, female, stage:Stage IIIA, dead, 594 days
263.2
L638
0 years, male, stage:Stage IA, alive, 2076 days
258.3
L879
0 years, male, stage:Stage IV, dead, 873 days
257.6
L603
0 years, female, stage:Stage IB, dead, 972 days
255.1
L569
0 years, female, stage:Stage IA, alive, 2531 days
252.5
L887
0 years, male, stage:Stage IA, dead, 374 days
250.6
L764
0 years, male, stage:Stage IIIA, alive, 1684 days
243.4
L607
0 years, male, stage:Stage IB, alive, 2572 days
241.0
L695
0 years, female, stage:Stage IB, dead, 1762 days
237.1
L473
0 years, female, stage:Stage IA, alive, 3021 days
235.5
L683
0 years, female, stage:Stage IIA, dead, 612 days
231.9
L585
0 years, female, stage:Stage IIA, dead, 402 days
229.7
L626
0 years, female, stage:Stage IA, dead, 1994 days
228.7
L541
0 years, female, stage:Stage IIIA, dead, 915 days
228.6
L400
0 years, male, stage:Stage IIA, dead, 1233 days
226.9
L808
0 years, female, stage:Stage IA, alive, 3001 days
212.1
L738
0 years, female, stage:Stage IB, dead, 1314 days
211.8
L872
0 years, female, stage:Stage IA, alive, 1793 days
210.0
L752
0 years, male, stage:Stage IIIA, alive, 1647 days
208.9
L814
0 years, male, stage:Stage IIIA, alive, 2466 days
206.0
L545
0 years, female, stage:Stage IA, alive, 2874 days
205.8
L673
0 years, female, stage:Stage IA, dead, 568 days
203.4
L619
0 years, female, stage:Stage IIIA, dead, 1905 days
196.5
L630
0 years, female, stage:Stage IA, dead, 1733 days
196.2
L832
0 years, female, stage:Stage IA, alive, 2145 days
194.4
L543
0 years, male, stage:Stage IA, alive, 2711 days
192.5
L838
0 years, female, stage:Stage IA, dead, 1005 days
192.3
L867
0 years, female, stage:Stage IIIA, dead, 317 days
192.2
L439
0 years, male, stage:Stage IIB, dead, 2773 days
191.6
L663
0 years, female, stage:Stage IB, alive, 2018 days
189.6
L566
0 years, male, stage:Stage IB, alive, 2489 days
188.5
L567
0 years, female, stage:Stage IIIA, dead, 1299 days
187.8
L782
0 years, female, stage:Stage IIB, alive, 3371 days
187.3
L561
0 years, female, stage:Stage IA, alive, 2543 days
186.9
L885
0 years, female, stage:Stage IA, alive, 1618 days
186.7
L504
0 years, female, stage:Stage IA, dead, 1295 days
185.2
L413
0 years, female, stage:Stage IIIA, dead, 313 days
178.4
L688
0 years, male, stage:Stage IIIA, dead, 789 days
178.1
L662
0 years, male, stage:Stage IA, dead, 865 days
173.6
L800
0 years, female, stage:Stage IA, dead, 2417 days
173.1
L731
0 years, female, stage:Stage IA, dead, 964 days
166.4
L831
0 years, female, stage:Stage IB, alive, 2152 days
165.9
L601
0 years, male, stage:Stage IB, dead, 2068 days
164.1
L874
0 years, female, stage:Stage IIIA, alive, 1733 days
162.1
L773
0 years, female, stage:Stage IV, dead, 311 days
162.0
L816
0 years, female, stage:Stage IIA, dead, 353 days
159.1
L493
0 years, female, stage:Stage IIB, alive, 2945 days
158.6
L605
0 years, female, stage:Stage IA, alive, 2460 days
157.2
L682
0 years, female, stage:Stage IIB, dead, 840 days
151.7
L511
0 years, female, stage:Stage IIIA, alive, 2942 days
151.4
L865
0 years, female, stage:Stage IIB, alive, 1927 days
147.8
L606
0 years, male, stage:Stage IA, alive, 2336 days
147.0
L455
0 years, female, stage:Stage IA, alive, 3315 days
146.8
L593
0 years, male, stage:Stage IA, dead, 2436 days
145.1
L778
0 years, female, stage:Stage IA, alive, 1600 days
142.5
L735
0 years, female, stage:Stage IA, alive, 1830 days
130.4
L710
0 years, female, stage:Stage IIA, alive, 1775 days
129.5
L873
0 years, female, stage:Stage IA, alive, 1740 days
127.2
L875
0 years, female, stage:Stage IA, alive, 1675 days
126.9
L877
0 years, female, stage:Stage IA, alive, 1599 days
126.1
L791
0 years, female, stage:Stage IIIA, dead, 368 days
122.2
L842
0 years, female, stage:Stage IB, alive, 2005 days
121.1
L689
0 years, male, stage:Stage IA, alive, 1943 days
117.9
L850
0 years, male, stage:Stage IIIA, dead, 997 days
116.0
L440
0 years, male, stage:Stage IIB, dead, 651 days
116.0
L725
0 years, female, stage:Stage IA, alive, 1830 days
109.6
L602
0 years, female, stage:Stage IA, alive, 2277 days
104.5
L851
0 years, male, stage:Stage IB, dead, 1315 days
101.8
L880
0 years, female, stage:Stage IA, alive, 1767 days
100.3
L826
0 years, female, stage:Stage IV, dead, 935 days
94.9
L612
0 years, female, stage:Stage IIIA, alive, 2410 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.
TUBA1C 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
480.2
Number of samples
489
Samples
Sample
Description
TPM
TCGA-66-2766-01A
0 years, male, stage:Stage IIIA, alive, 31 days
1644.3
TCGA-43-6771-01A
0 years, male, white, stage:Stage IB, dead, 166 days
1405.8
TCGA-39-5036-01A
0 years, male, white, stage:Stage IB, alive, 2165 days
1346.7
TCGA-22-5485-01A
0 years, female, white, stage:Stage IA, dead, 916 days
1183.5
TCGA-60-2722-01A
0 years, male, white, stage:Stage IIB, alive, 908 days
1057.2
TCGA-33-AAS8-01A
0 years, female, black or african american, stage:Stage IA, dead, 1114 days
963.2
TCGA-LA-A446-01A
0 years, male, white, stage:Stage IA, alive, 401 days
947.3
TCGA-33-4589-01A
0 years, female, white, stage:Stage IIB, dead, 47 days
946.5
TCGA-60-2698-01A
0 years, male, white, stage:Stage IIB, dead, 311 days
937.1
TCGA-77-8144-01A
0 years, male, stage:Stage IB, alive, 833 days
929.8
TCGA-L3-A524-01A
0 years, female, white, stage:Stage IIB, dead, 490 days
926.7
TCGA-18-3410-01A
0 years, male, stage:Stage IIB, dead, 146 days
905.7
TCGA-22-5473-01A
0 years, male, white, stage:'--, dead, 1933 days
893.7
TCGA-94-8035-01A
0 years, male, white, stage:Stage IIB, alive, 122 days
884.0
TCGA-LA-A7SW-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 408 days
869.8
TCGA-90-7769-01A
0 years, male, white, stage:Stage IIB, alive, 358 days
860.7
TCGA-66-2800-01A
0 years, male, stage:Stage IIIB, alive, 1492 days
851.6
TCGA-56-A62T-01A
0 years, male, black or african american, stage:Stage IIA, alive, 440 days
837.1
TCGA-33-4586-01A
0 years, male, white, stage:Stage IIIA, dead, 428 days
837.0
TCGA-66-2727-01A
0 years, female, stage:Stage IB, dead, 516 days
826.9
TCGA-60-2719-01A
0 years, female, white, stage:Stage IB, alive, 1297 days
826.2
TCGA-58-A46K-01A
0 years, male, white, stage:Stage IIIA, dead, 1045 days
822.6
TCGA-21-1072-01A
0 years, male, white, stage:Stage IB, alive, 3016 days
816.6
TCGA-18-3415-01A
0 years, male, stage:Stage IB, dead, 2803 days
813.9
TCGA-77-6843-01A
0 years, male, white, stage:Stage IIA, dead, 2224 days
812.7
TCGA-22-5477-01A
0 years, male, white, stage:Stage IA, dead, 1346 days
804.8
TCGA-66-2768-01A
0 years, male, stage:Stage IIB, alive, 61 days
790.7
TCGA-22-5471-01A
0 years, male, white, stage:Stage IB, alive, 1845 days
789.2
TCGA-77-8143-01A
0 years, male, stage:Stage IIIA, dead, 803 days
780.9
TCGA-60-2725-01A
0 years, male, white, stage:Stage IB, alive, 816 days
778.8
TCGA-46-3768-01A
0 years, male, white, stage:Stage IIIA, dead, 299 days
778.6
TCGA-68-7755-01A
0 years, female, white, stage:Stage IIA, alive, 83 days
778.5
TCGA-60-2708-01A
0 years, female, white, stage:Stage IIB, alive, 2447 days
769.9
TCGA-66-2765-01A
0 years, male, stage:Stage IB, alive, 61 days
766.6
TCGA-43-8118-01A
0 years, female, white, stage:Stage IA, dead, 89 days
766.6
TCGA-33-4538-01A
0 years, male, white, stage:Stage IIIA, dead, 2979 days
766.3
TCGA-22-5491-01A
0 years, male, white, stage:Stage IA, dead, 1713 days
766.2
TCGA-56-7822-01A
0 years, male, black or african american, stage:Stage IIB, dead, 532 days
765.1
TCGA-NC-A5HG-01A
0 years, male, white, stage:Stage IIIA, alive, 1963 days
758.0
TCGA-63-A5ML-01A
0 years, male, stage:Stage IB, alive, 1386 days
756.9
TCGA-58-8386-01A
0 years, male, stage:Stage IV, dead, 1 days
745.9
TCGA-63-A5MR-01A
0 years, female, stage:Stage IB, alive, 2716 days
745.5
TCGA-85-8666-01A
0 years, male, white, stage:Stage IB, dead, 687 days
744.7
TCGA-66-2759-01A
0 years, male, stage:Stage IIIA, alive, 762 days
740.3
TCGA-85-A5B5-01A
0 years, male, white, stage:Stage IA, alive, 111 days
740.2
TCGA-56-7221-01A
0 years, male, white, stage:Stage IB, alive, 608 days
737.5
TCGA-63-A5MB-01A
0 years, male, stage:Stage IB, alive, 3123 days
733.7
TCGA-85-6798-01A
0 years, male, white, stage:Stage IIIA, dead, 195 days
726.4
TCGA-92-8063-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
724.1
TCGA-66-2792-01A
0 years, male, stage:Stage IIB, alive, 913 days
722.7
TCGA-58-8392-01A
0 years, male, white, stage:Stage IB, dead, 501 days
721.7
TCGA-98-8020-01A
0 years, female, black or african american, stage:Stage IIIA, dead, 84 days
718.6
TCGA-60-2713-01A
0 years, male, white, stage:Stage IB, alive, 1731 days
717.4
TCGA-60-2724-01A
0 years, male, white, stage:Stage IIIA, alive, 717 days
717.0
TCGA-46-6025-01A
0 years, male, white, stage:Stage IIB, alive, 324 days
710.2
TCGA-70-6723-01A
0 years, male, asian, stage:Stage IIA, alive, 375 days
708.9
TCGA-66-2758-01A
0 years, male, stage:Stage IB, alive, 639 days
707.0
TCGA-34-2596-01A
0 years, male, white, stage:Stage IIB, dead, 80 days
706.0
TCGA-90-6837-01A
0 years, male, white, stage:Stage IIB, alive, 758 days
705.0
TCGA-66-2755-01A
0 years, male, stage:Stage IB, alive, 28 days
705.0
TCGA-63-A5MJ-01A
0 years, male, stage:Stage IIB, alive, 1824 days
701.6
TCGA-18-4086-01A
0 years, male, stage:Stage IB, dead, 85 days
701.1
TCGA-46-3769-01A
0 years, male, white, stage:'--, alive, 135 days
699.4
TCGA-98-A539-01A
0 years, male, white, stage:Stage IIB, alive, 173 days
699.2
TCGA-33-4532-01A
0 years, male, white, stage:Stage IB, dead, 3924 days
696.5
TCGA-43-6770-01A
0 years, female, black or african american, stage:Stage IB, alive, 653 days
693.5
TCGA-66-2734-01A
0 years, female, stage:Stage IB, alive, 1311 days
692.1
TCGA-51-4079-01A
0 years, female, black or african american, stage:Stage IB, dead, 12 days
688.9
TCGA-60-2710-01A
0 years, female, white, stage:Stage IIA, alive, 2024 days
687.6
TCGA-33-AASD-01A
0 years, male, black or african american, stage:Stage IA, dead, 2249 days
685.4
TCGA-18-3412-01A
0 years, male, white, stage:Stage IB, dead, 345 days
685.0
TCGA-22-1012-01A
0 years, female, white, stage:Stage IB, dead, 429 days
684.8
TCGA-22-5482-01A
0 years, male, white, stage:Stage IB, dead, 357 days
682.3
TCGA-77-8128-01A
0 years, male, stage:Stage IIIA, dead, 1150 days
682.1
TCGA-66-2778-01A
0 years, female, stage:Stage IIIB, alive, 578 days
680.9
TCGA-22-4593-01A
0 years, male, white, stage:Stage IIA, dead, 1067 days
680.0
TCGA-85-8354-01A
0 years, male, white, stage:Stage IB, alive, 995 days
675.5
TCGA-34-A5IX-01A
0 years, male, white, stage:Stage IIB, alive, 1031 days
673.5
TCGA-77-8153-01A
0 years, female, stage:Stage IB, alive, 1992 days
673.1
TCGA-66-2794-01A
0 years, male, stage:Stage IIIB, alive, 1645 days
672.2
TCGA-66-2781-01A
0 years, male, stage:Stage IB, alive, 121 days
672.0
TCGA-34-5236-01A
0 years, male, white, stage:Stage IIB, dead, 276 days
670.6
TCGA-77-8009-01A
0 years, male, stage:Stage IIB, dead, 1695 days
665.2
TCGA-39-5040-01A
0 years, male, white, stage:Stage IIIA, dead, 519 days
664.5
TCGA-77-6845-01A
0 years, male, white, stage:Stage IIB, dead, 708 days
662.2
TCGA-85-A4QR-01A
0 years, male, white, stage:Stage IB, alive, 600 days
660.4
TCGA-56-A5DR-01A
0 years, male, white, stage:Stage IA, alive, 4 days
659.6
TCGA-J1-A4AH-01A
0 years, male, white, stage:Stage IIA, alive, 581 days
658.9
TCGA-85-8350-01A
0 years, male, white, stage:Stage IA, alive, 683 days
658.7
TCGA-77-A5G3-01A
0 years, male, stage:Stage IIB, alive, 4570 days
656.2
TCGA-37-3789-01A
0 years, male, white, stage:Stage IB, alive, 13 days
655.1
TCGA-34-5231-01A
0 years, male, white, stage:Stage IA, dead, 1984 days
653.4
TCGA-22-0944-01A
0 years, male, white, stage:Stage IB, dead, 223 days
652.1
TCGA-66-2756-01A
0 years, male, stage:Stage IIIB, alive, 30 days
651.7
TCGA-58-8393-01A
0 years, female, white, stage:Stage IB, alive, 1058 days
650.5
TCGA-39-5019-01A
0 years, male, white, stage:Stage IB, alive, 3387 days
646.0
TCGA-66-2782-01A
0 years, male, stage:Stage IIB, dead, 365 days
645.6
TCGA-22-4613-01A
0 years, female, white, stage:Stage IA, dead, 358 days
641.7
TCGA-60-2706-01A
0 years, male, white, stage:Stage IA, alive, 2820 days
641.7
TCGA-37-3783-01A
0 years, male, white, stage:Stage IIIA, alive, 122 days
639.6
TCGA-96-7544-01A
0 years, male, white, stage:Stage IIB, dead, 2160 days
637.5
TCGA-43-3920-01A
0 years, male, white, stage:Stage IB, alive, 1007 days
633.4
TCGA-43-3394-01A
0 years, male, black or african american, stage:Stage IB, dead, 1190 days
627.4
TCGA-34-7107-01A
0 years, male, white, stage:Stage II, dead, 34 days
627.1
TCGA-94-A5I6-01A
0 years, male, white, stage:Stage IIB, alive, 538 days
625.5
TCGA-77-8154-01A
0 years, male, stage:Stage IA, alive, 1841 days
622.0
TCGA-NC-A5HI-01A
0 years, female, white, stage:Stage IB, alive, 1743 days
621.7
TCGA-94-7033-01A
0 years, male, white, stage:Stage IB, alive, 640 days
621.7
TCGA-94-A5I4-01A
0 years, male, white, stage:Stage IIA, alive, 491 days
620.9
TCGA-56-8504-01A
0 years, male, white, stage:Stage IB, alive, 510 days
619.1
TCGA-66-2754-01A
0 years, male, stage:Stage IIIA, alive, 61 days
616.0
TCGA-NK-A5CR-01A
0 years, male, stage:Stage IB, alive, 2542 days
615.5
TCGA-85-8351-01A
0 years, male, white, stage:Stage IIA, alive, 510 days
613.4
TCGA-22-4601-01A
0 years, female, white, stage:Stage IIIA, dead, 1057 days
613.1
TCGA-NC-A5HL-01A
0 years, male, white, stage:Stage IIA, dead, 88 days
612.8
TCGA-85-A4JC-01A
0 years, male, white, stage:Stage IIA, dead, 604 days
610.1
TCGA-85-8664-01A
0 years, male, white, stage:Stage IIB, dead, 550 days
609.4
TCGA-77-8148-01A
0 years, male, stage:Stage IIIA, alive, 2023 days
608.3
TCGA-37-A5EM-01A
0 years, male, white, stage:Stage II, alive, 867 days
608.0
TCGA-66-2787-01A
0 years, male, stage:Stage IA, alive, 1217 days
604.3
TCGA-85-8580-01A
0 years, female, white, stage:Stage IB, alive, 1113 days
603.8
TCGA-77-7337-01A
0 years, male, white, stage:Stage IIB, dead, 3253 days
597.5
TCGA-NC-A5HM-01A
0 years, male, white, stage:Stage IB, alive, 1212 days
594.6
TCGA-18-5595-01A
0 years, male, stage:Stage IB, dead, 827 days
594.6
TCGA-85-8479-01A
0 years, male, white, stage:Stage IA, alive, 468 days
591.1
TCGA-18-3421-01A
0 years, male, white, stage:Stage IB, alive, 2645 days
590.5
TCGA-33-AASJ-01A
0 years, male, black or african american, stage:Stage IB, dead, 3600 days
589.5
TCGA-77-7139-01A
0 years, male, white, stage:Stage IIB, alive, 4261 days
585.8
TCGA-46-6026-01A
0 years, male, white, stage:Stage IIB, alive, 423 days
582.4
TCGA-66-2777-01A
0 years, male, stage:Stage IB, alive, 61 days
580.6
TCGA-21-1075-01A
0 years, male, white, stage:Stage IIB, alive, 2134 days
577.0
TCGA-56-A4BY-01A
0 years, male, white, stage:Stage IB, dead, 543 days
575.1
TCGA-XC-AA0X-01A
0 years, female, black or african american, stage:Stage IA, dead, 6 days
573.3
TCGA-66-2773-01A
0 years, male, stage:Stage IB, dead, 92 days
573.2
TCGA-92-7341-01A
0 years, male, white, stage:Stage IB, alive, 106 days
572.8
TCGA-52-7812-01A
0 years, male, white, stage:'--, dead, 835 days
570.8
TCGA-77-7338-01A
0 years, male, white, stage:Stage IB, dead, 5 days
568.4
TCGA-NC-A5HD-01A
0 years, male, white, stage:Stage IIB, dead, 2 days
567.7
TCGA-63-A5MM-01A
0 years, female, stage:Stage IIB, dead, 456 days
567.5
TCGA-22-1017-01A
0 years, male, white, stage:Stage IA, dead, 1485 days
565.8
TCGA-66-2780-01A
0 years, male, stage:Stage IB, dead, 366 days
565.5
TCGA-22-0940-01A
0 years, male, white, stage:Stage IIA, dead, 669 days
564.6
TCGA-77-8139-01A
0 years, male, stage:Stage IIB, alive, 3166 days
563.4
TCGA-77-6844-01A
0 years, male, white, stage:Stage IIIA, dead, 2284 days
562.8
TCGA-77-A5GF-01A
0 years, male, stage:Stage IIA, dead, 840 days
562.7
TCGA-NC-A5HN-01A
0 years, male, white, stage:Stage IIA, alive, 1499 days
562.6
TCGA-90-7767-01A
0 years, male, white, stage:Stage IIB, alive, 89 days
561.7
TCGA-46-3765-01A
0 years, female, white, stage:Stage IA, alive, 405 days
560.6
TCGA-85-8070-01A
0 years, male, white, stage:Stage IB, alive, 960 days
557.3
TCGA-33-6737-01A
0 years, male, white, stage:Stage IIIA, dead, 601 days
556.1
TCGA-85-A4CN-01A
0 years, female, white, stage:Stage IIB, alive, 1038 days
555.6
TCGA-56-8304-01A
0 years, female, white, stage:Stage IA, alive, 106 days
555.3
TCGA-34-5240-01A
0 years, female, white, stage:Stage IIB, alive, 1541 days
553.8
TCGA-21-A5DI-01A
0 years, male, white, stage:Stage IA, alive, 979 days
551.1
TCGA-85-7950-01A
0 years, male, white, stage:Stage IB, alive, 576 days
548.5
TCGA-63-A5MY-01A
0 years, male, stage:Stage IA, alive, 1052 days
547.6
TCGA-94-8490-01A
0 years, male, white, stage:Stage IIB, alive, 153 days
547.4
TCGA-18-3411-01A
0 years, female, stage:Stage IIIA, alive, 3576 days
547.2
TCGA-56-8305-01A
0 years, male, white, stage:Stage IB, alive, 105 days
546.9
TCGA-22-4591-01A
0 years, male, white, stage:Stage IIIA, dead, 623 days
545.7
TCGA-56-A4BX-01A
0 years, male, white, stage:Stage IIA, alive, 405 days
545.0
TCGA-96-7545-01A
0 years, male, white, stage:Stage IA, dead, 1736 days
544.5
TCGA-58-A46J-01A
0 years, male, white, stage:Stage IIB, alive, 2589 days
544.4
TCGA-43-A474-01A
0 years, male, white, stage:Stage IIA, alive, 353 days
543.5
TCGA-68-A59J-01A
0 years, female, white, stage:Stage IB, alive, 448 days
542.3
TCGA-85-8582-01A
0 years, male, white, stage:Stage IA, alive, 1160 days
541.7
TCGA-52-7810-01A
0 years, female, white, stage:Stage IIB, alive, 923 days
541.6
TCGA-58-A46N-01A
0 years, male, white, stage:Stage IB, alive, 910 days
541.6
TCGA-22-4604-01A
0 years, male, white, stage:Stage IIA, dead, 399 days
541.2
TCGA-22-4605-01A
0 years, female, stage:Stage IB, dead, 974 days
538.9
TCGA-O2-A52Q-01A
0 years, female, white, stage:Stage III, dead, 113 days
538.4
TCGA-98-8021-01A
0 years, female, white, stage:Stage IA, alive, 937 days
536.1
TCGA-56-8082-01A
0 years, female, white, stage:Stage IIA, alive, 455 days
534.0
TCGA-63-A5MI-01A
0 years, male, stage:Stage IIIA, alive, 1784 days
531.1
TCGA-34-5928-01A
0 years, female, white, stage:Stage IIB, alive, 1196 days
529.8
TCGA-56-8503-01A
0 years, female, white, stage:Stage IIB, alive, 41 days
529.8
TCGA-51-4080-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 12 days
527.7
TCGA-92-7340-01A
0 years, female, white, stage:Stage IIA, alive, 82 days
526.2
TCGA-94-7557-01A
0 years, male, black or african american, stage:Stage IB, dead, 5 days
526.0
TCGA-18-4721-01A
0 years, male, white, stage:Stage IA, alive, 4694 days
524.5
TCGA-77-7138-01A
0 years, male, stage:Stage IB, dead, 340 days
523.7
TCGA-68-8251-01A
0 years, male, white, stage:Stage IB, alive, 406 days
523.0
TCGA-18-3417-01A
0 years, male, stage:Stage IV, dead, 1097 days
522.7
TCGA-21-1079-01A
0 years, male, white, stage:Stage IIIA, dead, 965 days
522.5
TCGA-56-7582-01A
0 years, male, white, stage:Stage IB, alive, 601 days
520.6
TCGA-18-3416-01A
0 years, male, stage:Stage IIB, dead, 973 days
520.4
TCGA-37-A5EL-01A
0 years, male, white, stage:Stage IIB, dead, 1143 days
518.4
TCGA-66-2771-01A
0 years, male, stage:Stage IIB, alive, 578 days
518.0
TCGA-63-A5MH-01A
0 years, male, stage:Stage IA, alive, 2026 days
516.8
TCGA-85-8052-01A
0 years, male, white, stage:Stage IIB, alive, 734 days
515.3
TCGA-58-8391-01A
0 years, female, white, stage:Stage IIIA, alive, 2167 days
510.1
TCGA-NK-A5CX-01A
0 years, male, white, stage:Stage IIA, alive, 111 days
509.4
TCGA-66-2737-01A
0 years, male, stage:Stage IIB, alive, 61 days
509.1
TCGA-NC-A5HO-01A
0 years, female, white, stage:Stage IIIA, alive, 1336 days
507.8
TCGA-85-8353-01A
0 years, male, white, stage:Stage IIIA, dead, 94 days
504.2
TCGA-68-7756-01A
0 years, male, white, stage:Stage IIIA, alive, 202 days
503.6
TCGA-66-2788-01A
0 years, male, stage:Stage IB, alive, 699 days
502.7
TCGA-43-2578-01A
0 years, female, white, stage:Stage IA, dead, 684 days
500.9
TCGA-NC-A5HF-01A
0 years, male, white, stage:Stage IIIB, dead, 138 days
500.3
TCGA-NC-A5HH-01A
0 years, male, white, stage:Stage IA, alive, 37 days
498.7
TCGA-52-7622-01A
0 years, female, white, stage:Stage IA, alive, 862 days
498.6
TCGA-52-7811-01A
0 years, male, white, stage:Stage IB, dead, 266 days
496.6
TCGA-39-5011-01A
0 years, female, white, stage:Stage IA, alive, 4053 days
495.2
TCGA-66-2793-01A
0 years, male, stage:Stage IIIB, dead, 306 days
495.0
TCGA-77-7141-01A
0 years, male, white, stage:Stage IB, alive, 15 days
493.2
TCGA-NK-A5CT-01A
0 years, male, white, stage:Stage IA, alive, 1997 days
490.0
TCGA-85-7698-01A
0 years, male, white, stage:Stage IA, alive, 952 days
489.3
TCGA-56-6545-01A
0 years, female, white, stage:Stage IB, alive, 666 days
488.8
TCGA-85-7843-01A
0 years, male, white, stage:Stage IIA, alive, 35 days
487.4
TCGA-33-AASB-01A
0 years, male, black or african american, stage:Stage IB, dead, 211 days
487.2
TCGA-34-8455-01A
0 years, male, white, stage:Stage IV, dead, 123 days
485.9
TCGA-21-1071-01A
0 years, male, white, stage:Stage IB, dead, 1426 days
484.6
TCGA-85-7697-01A
0 years, male, white, stage:Stage IIB, alive, 1063 days
483.6
TCGA-98-A538-01A
0 years, male, white, stage:Stage IIB, alive, 826 days
483.0
TCGA-39-5037-01A
0 years, male, white, stage:Stage IIA, alive, 1690 days
482.0
TCGA-85-A4QQ-01A
0 years, male, white, stage:Stage IB, dead, 927 days
481.0
TCGA-98-A53A-01A
0 years, male, black or african american, stage:Stage IB, dead, 552 days
480.9
TCGA-33-A4WN-01A
0 years, male, white, stage:Stage IB, dead, 143 days
480.4
TCGA-85-8072-01A
0 years, male, white, stage:Stage IA, alive, 932 days
479.8
TCGA-MF-A522-01A
0 years, male, white, stage:Stage IB, dead, 360 days
478.7
TCGA-77-7463-01A
0 years, male, white, stage:Stage IB, dead, 1423 days
478.5
TCGA-18-3408-01A
0 years, female, white, stage:Stage IB, dead, 2304 days
478.4
TCGA-37-A5EN-01A
0 years, male, white, stage:Stage IIIB, alive, 660 days
477.4
TCGA-51-6867-01A
0 years, female, white, stage:Stage I, dead, 1856 days
474.4
TCGA-68-8250-01A
0 years, male, black or african american, stage:Stage IA, alive, 244 days
474.1
TCGA-60-2711-01A
0 years, female, white, stage:Stage IB, alive, 1260 days
473.6
TCGA-98-A53B-01A
0 years, male, white, stage:Stage IB, dead, 61 days
473.0
TCGA-85-A4JB-01A
0 years, male, white, stage:Stage IIB, alive, 942 days
471.2
TCGA-85-8355-01A
0 years, male, white, stage:Stage IA, alive, 61 days
470.8
TCGA-18-3414-01A
0 years, male, asian, stage:Stage IV, dead, 716 days
470.8
TCGA-77-A5G6-01A
0 years, male, stage:Stage IIIA, dead, 678 days
468.7
TCGA-63-A5MP-01A
0 years, male, stage:Stage IIB, alive, 769 days
467.3
TCGA-34-8454-01A
0 years, female, white, stage:Stage IIIA, alive, 1180 days
467.1
TCGA-56-7730-01A
0 years, male, white, stage:Stage IIA, dead, 198 days
466.8
TCGA-77-8130-01A
0 years, male, stage:Stage IIB, alive, 4765 days
466.7
TCGA-66-2753-01A
0 years, male, stage:Stage IB, alive, 31 days
463.8
TCGA-96-A4JK-01A
0 years, male, white, stage:Stage IIA, alive, 589 days
463.6
TCGA-94-8491-01A
0 years, male, white, stage:Stage IIA, alive, 810 days
463.6
TCGA-33-4582-01A
0 years, male, white, stage:Stage IA, dead, 3149 days
463.5
TCGA-66-2769-01A
0 years, male, stage:Stage IIIB, dead, 215 days
460.3
TCGA-39-5021-01A
0 years, male, white, stage:Stage IB, dead, 2086 days
460.0
TCGA-63-6202-01A
male, stage:Stage IIA, alive, 1602 days
459.7
TCGA-56-1622-01A
0 years, male, white, stage:Stage IB, dead, 881 days
458.7
TCGA-77-A5G1-01A
0 years, male, stage:Stage IIIA, alive, 4026 days
458.1
TCGA-NC-A5HP-01A
0 years, male, white, stage:Stage IV, dead, 770 days
457.9
TCGA-NC-A5HT-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
457.2
TCGA-77-8156-01A
0 years, male, stage:Stage IB, alive, 1106 days
456.5
TCGA-66-2786-01A
0 years, female, stage:Stage IA, alive, 790 days
455.6
TCGA-56-8308-01A
0 years, male, white, stage:Stage IIB, alive, 517 days
454.3
TCGA-85-8071-01A
0 years, male, white, stage:Stage IIA, alive, 815 days
453.2
TCGA-37-4133-01A
0 years, male, white, stage:Stage IIIA, alive, 238 days
451.3
TCGA-58-8390-01A
0 years, male, white, stage:Stage IIA, alive, 911 days
447.9
TCGA-43-8116-01A
0 years, male, white, stage:Stage IA, alive, 358 days
447.7
TCGA-66-2767-01A
0 years, male, stage:Stage IIIB, alive, 61 days
447.3
TCGA-O2-A52S-01A
0 years, female, white, stage:Stage III, dead, 387 days
445.4
TCGA-34-5929-01A
0 years, female, white, stage:Stage IB, dead, 151 days
436.4
TCGA-33-4583-01A
0 years, male, white, stage:Stage IA, dead, 4601 days
435.1
TCGA-56-5898-01A
0 years, male, white, stage:Stage IA, alive, 555 days
434.5
TCGA-39-5024-01A
0 years, female, white, stage:Stage IIIA, alive, 2510 days
434.2
TCGA-39-5016-01A
0 years, male, white, stage:Stage IIA, alive, 3850 days
433.9
TCGA-39-5027-01A
0 years, male, white, stage:Stage IB, alive, 3108 days
431.6
TCGA-18-3419-01A
0 years, male, stage:Stage IIB, alive, 2811 days
431.2
TCGA-94-7943-01A
0 years, male, white, stage:Stage IA, alive, 559 days
431.1
TCGA-56-5897-01A
0 years, male, white, stage:Stage IA, alive, 378 days
429.7
TCGA-O2-A52V-01A
0 years, female, black or african american, stage:Stage II, dead, 1335 days
428.5
TCGA-85-8288-01A
0 years, male, white, stage:Stage IIA, dead, 402 days
428.3
TCGA-33-A5GW-01A
0 years, male, white, stage:Stage IIA, dead, 9 days
427.2
TCGA-85-6560-01A
0 years, male, white, stage:Stage IIA, alive, 1259 days
427.0
TCGA-22-4595-01A
0 years, male, white, stage:Stage IIIA, dead, 734 days
427.0
TCGA-85-7710-01A
0 years, female, white, stage:Stage IA, alive, 42 days
426.8
TCGA-39-5029-01A
0 years, male, white, stage:Stage IIIA, dead, 740 days
425.8
TCGA-56-8201-01A
0 years, male, white, stage:Stage IIB, dead, 397 days
425.3
TCGA-98-8023-01A
0 years, male, white, stage:Stage IIIA, alive, 649 days
425.0
TCGA-60-2714-01A
0 years, female, white, stage:Stage IIB, alive, 1531 days
424.3
TCGA-56-8622-01A
0 years, male, white, stage:Stage IB, alive, 55 days
421.8
TCGA-60-2696-01A
0 years, female, black or african american, stage:Stage IIA, dead, 109 days
421.7
TCGA-22-5479-01A
0 years, male, white, stage:Stage IB, dead, 2625 days
421.3
TCGA-43-6143-01A
0 years, male, white, stage:Stage IB, alive, 699 days
420.5
TCGA-L3-A4E7-01A
0 years, male, white, stage:Stage IB, alive, 392 days
419.8
TCGA-66-2744-01A
0 years, male, stage:Stage IIB, alive, 30 days
417.9
TCGA-NC-A5HK-01A
0 years, female, white, stage:Stage IIB, alive, 128 days
417.8
TCGA-85-6561-01A
0 years, male, white, stage:Stage IB, alive, 1224 days
417.8
TCGA-77-8007-01A
0 years, male, stage:Stage IIB, dead, 198 days
417.8
TCGA-21-5786-01A
0 years, male, white, stage:Stage IB, alive, 1032 days
416.2
TCGA-77-A5GA-01A
0 years, male, stage:Stage IB, alive, 1280 days
415.8
TCGA-85-7699-01A
0 years, male, white, stage:Stage IIIA, dead, 1001 days
415.0
TCGA-85-A53L-01A
0 years, male, asian, stage:Stage IIA, alive, 377 days
413.6
TCGA-77-7142-01A
0 years, female, white, stage:Stage IB, alive, 2227 days
413.6
TCGA-85-8277-01A
0 years, male, white, stage:Stage IIIA, dead, 307 days
411.9
TCGA-77-7335-01A
0 years, female, white, stage:Stage IIIB, dead, 2133 days
411.3
TCGA-63-7020-01A
male, stage:Stage IA, alive, 2133 days
410.2
TCGA-98-A53J-01A
0 years, male, white, stage:Stage IB, alive, 630 days
408.0
TCGA-77-8150-01A
0 years, male, stage:Stage IIIA, dead, 1655 days
407.8
TCGA-34-5927-01A
0 years, female, white, stage:Stage IA, alive, 1361 days
406.9
TCGA-22-5474-01A
0 years, male, white, stage:Stage IB, dead, 445 days
405.5
TCGA-66-2783-01A
0 years, male, stage:Stage IIIB, alive, 759 days
404.5
TCGA-34-5232-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2471 days
403.8
TCGA-60-2723-01A
0 years, female, white, stage:Stage IB, alive, 1092 days
403.7
TCGA-22-5472-01A
0 years, male, white, stage:Stage IB, dead, 1975 days
403.2
TCGA-66-2770-01A
0 years, male, stage:Stage IB, alive, 700 days
403.1
TCGA-37-5819-01A
0 years, male, white, stage:Stage IIIA, alive, 103 days
399.2
TCGA-58-A46L-01A
0 years, male, white, stage:Stage IIIA, alive, 1723 days
399.0
TCGA-85-A511-01A
0 years, male, white, stage:Stage IIB, dead, 455 days
399.0
TCGA-37-3792-01A
0 years, male, white, stage:Stage IB, alive, 12 days
398.7
TCGA-39-5028-01A
0 years, male, white, stage:Stage IIIA, dead, 52 days
398.0
TCGA-21-5783-01A
0 years, male, white, stage:Stage IB, dead, 2680 days
397.9
TCGA-21-1077-01A
0 years, male, white, stage:Stage IIB, dead, 1058 days
397.7
TCGA-70-6722-01A
0 years, male, asian, stage:Stage IIIA, alive, 367 days
397.4
TCGA-33-4566-01A
0 years, male, white, stage:Stage IB, dead, 5287 days
395.0
TCGA-66-2763-01A
0 years, female, stage:Stage IB, alive, 30 days
394.3
TCGA-43-7658-01A
0 years, female, white, stage:Stage IA, dead, 2378 days
392.8
TCGA-21-5787-01A
0 years, male, black or african american, stage:Stage IIIA, dead, 329 days
392.8
TCGA-37-4135-01A
0 years, male, white, stage:Stage IB, alive, 207 days
392.8
TCGA-60-2707-01A
0 years, male, stage:Stage IB, dead, 667 days
392.3
TCGA-56-8626-01A
0 years, male, white, stage:Stage IA, dead, 302 days
391.7
TCGA-66-2742-01A
0 years, male, stage:Stage IV, alive, 641 days
391.0
TCGA-96-8170-01A
0 years, female, white, stage:Stage IIA, alive, 531 days
390.9
TCGA-77-8138-01A
0 years, male, stage:Stage IB, dead, 539 days
390.2
TCGA-22-4607-01A
0 years, male, white, stage:Stage IB, dead, 587 days
390.1
TCGA-NK-A5D1-01A
0 years, male, white, stage:Stage IIA, alive, 511 days
389.6
TCGA-56-7222-01A
0 years, male, white, stage:Stage IB, dead, 562 days
387.4
TCGA-56-8629-01A
0 years, male, white, stage:Stage IIA, alive, 481 days
386.6
TCGA-85-7844-01A
0 years, male, white, stage:Stage IB, alive, 911 days
385.8
TCGA-34-5241-01A
0 years, male, white, stage:Stage IB, dead, 515 days
385.7
TCGA-63-7023-01A
male, stage:Stage IIA, alive, 1682 days
384.8
TCGA-60-2695-01A
0 years, female, white, stage:Stage IB, alive, 642 days
384.8
TCGA-O2-A52N-01A
0 years, male, white, stage:Stage I, dead, 1006 days
383.3
TCGA-66-2791-01A
0 years, male, stage:Stage IIIB, dead, 153 days
383.3
TCGA-77-7140-01A
0 years, female, white, stage:Stage IIB, dead, 632 days
383.2
TCGA-66-2785-01A
0 years, male, stage:Stage IB, alive, 60 days
379.9
TCGA-77-8146-01A
0 years, male, stage:Stage IA, alive, 3189 days
378.0
TCGA-52-7809-01A
0 years, male, white, stage:Stage IB, dead, 166 days
376.1
TCGA-33-AASL-01A
0 years, female, black or african american, stage:Stage IA, dead, 826 days
375.8
TCGA-60-2709-01A
0 years, male, black or african american, stage:Stage IB, alive, 1505 days
375.2
TCGA-22-5492-01A
0 years, female, stage:Stage IIIA, dead, 506 days
373.0
TCGA-60-2726-01A
0 years, male, white, stage:Stage IIA, dead, 358 days
371.4
TCGA-21-1080-01A
0 years, male, white, stage:Stage IB, alive, 3724 days
370.5
TCGA-77-8136-01A
0 years, female, stage:Stage IIB, dead, 1189 days
369.9
TCGA-39-5031-01A
0 years, female, stage:Stage IA, dead, 1841 days
369.7
TCGA-NC-A5HQ-01A
0 years, male, white, stage:Stage IIIA, dead, 448 days
368.4
TCGA-77-7465-01A
0 years, male, white, stage:Stage IIA, alive, 990 days
367.2
TCGA-85-A512-01A
0 years, male, white, stage:Stage IIA, alive, 465 days
367.2
TCGA-85-8481-01A
0 years, male, white, stage:Stage IIB, dead, 236 days
367.1
TCGA-63-A5MV-01A
0 years, male, stage:Stage IIA, alive, 1100 days
366.2
TCGA-43-6647-01A
0 years, female, white, stage:Stage IIB, alive, 757 days
365.4
TCGA-43-2581-01A
0 years, female, white, stage:Stage IIIA, alive, 1176 days
364.6
TCGA-O2-A5IB-01A
0 years, female, white, stage:Stage III, dead, 340 days
362.7
TCGA-43-5670-01A
0 years, male, white, stage:Stage IIA, alive, 849 days
359.9
TCGA-96-8169-01A
0 years, female, white, stage:Stage IA, alive, 557 days
357.7
TCGA-56-A4ZK-01A
0 years, female, white, stage:Stage IB, alive, 570 days
357.4
TCGA-90-7766-01A
0 years, female, white, stage:Stage IA, alive, 289 days
356.5
TCGA-34-5234-01A
0 years, female, white, stage:Stage IA, alive, 2271 days
355.8
TCGA-18-4083-01A
0 years, male, white, stage:Stage IIB, dead, 188 days
353.8
TCGA-77-6842-01A
0 years, male, white, stage:Stage IIB, dead, 899 days
353.2
TCGA-77-8131-01A
0 years, male, stage:Stage IB, dead, 383 days
351.2
TCGA-34-8456-01A
0 years, female, white, stage:Stage IIA, alive, 804 days
350.2
TCGA-22-5483-01A
0 years, male, white, stage:Stage IIA, dead, 573 days
349.8
TCGA-77-8145-01A
0 years, male, stage:Stage IIIB, dead, 212 days
348.6
TCGA-21-5782-01A
0 years, female, white, stage:Stage IB, dead, 962 days
348.4
TCGA-43-7657-01A
0 years, female, white, stage:Stage IA, alive, 236 days
348.2
TCGA-66-2795-01A
0 years, male, stage:Stage IIIB, alive, 122 days
346.9
TCGA-77-8133-01A
0 years, male, stage:Stage IIA, dead, 1640 days
346.8
TCGA-NK-A7XE-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 13 days
346.5
TCGA-58-8387-01A
0 years, male, white, stage:Stage IIA, dead, 403 days
346.3
TCGA-51-4081-01A
0 years, male, white, stage:Stage IIB, alive, 911 days
346.2
TCGA-33-4587-01A
0 years, female, white, stage:Stage IB, dead, 1656 days
344.6
TCGA-63-7021-01A
male, stage:Stage IA, alive, 2142 days
343.3
TCGA-22-A5C4-01A
0 years, male, white, stage:Stage IIA, alive, 671 days
342.6
TCGA-90-A4EE-01A
0 years, male, white, stage:Stage IIA, alive, 688 days
341.0
TCGA-56-7223-01A
0 years, male, white, stage:Stage IIIA, dead, 442 days
339.0
TCGA-98-A53I-01A
0 years, male, white, stage:Stage IIA, alive, 565 days
338.6
TCGA-66-2789-01A
0 years, male, stage:Stage IIIB, dead, 123 days
338.5
TCGA-92-8064-01A
0 years, male, white, stage:'--, alive, 160 days
337.3
TCGA-63-A5MT-01A
0 years, male, stage:Stage IIB, alive, 498 days
337.0
TCGA-33-4547-01A
0 years, male, white, stage:Stage IB, alive, 2419 days
336.7
TCGA-33-4533-01A
0 years, female, black or african american, stage:Stage IB, alive, 4068 days
336.5
TCGA-85-A50M-01A
0 years, male, asian, stage:Stage IIA, dead, 826 days
336.5
TCGA-58-8388-01A
0 years, male, white, stage:Stage IB, dead, 412 days
336.4
TCGA-60-2721-01A
0 years, male, white, stage:Stage IB, alive, 983 days
336.2
TCGA-56-8628-01A
0 years, male, white, stage:Stage IA, alive, 616 days
333.8
TCGA-85-8048-01A
0 years, male, white, stage:Stage IA, alive, 765 days
332.7
TCGA-21-1070-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 3636 days
332.2
TCGA-56-A4BW-01A
0 years, male, white, stage:Stage IIA, alive, 585 days
330.7
TCGA-77-8140-01A
0 years, female, stage:Stage IIB, dead, 351 days
329.5
TCGA-66-2757-01A
0 years, female, stage:Stage IA, dead, 1338 days
328.7
TCGA-O2-A52W-01A
0 years, male, black or african american, stage:Stage I, dead, 261 days
327.7
TCGA-39-5039-01A
0 years, male, white, stage:Stage IIA, dead, 544 days
326.9
TCGA-60-2720-01A
0 years, female, white, stage:Stage IB, alive, 97 days
323.4
TCGA-43-7656-01A
0 years, male, white, stage:Stage IA, alive, 596 days
321.2
TCGA-22-1002-01A
0 years, male, white, stage:Stage IA, dead, 131 days
320.9
TCGA-18-3406-01A
0 years, male, white, stage:Stage IA, dead, 371 days
319.8
TCGA-33-6738-01A
0 years, male, white, stage:Stage IIIA, alive, 1927 days
318.1
TCGA-43-A56V-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 366 days
317.1
TCGA-NC-A5HR-01A
0 years, female, white, stage:Stage IIA, alive, 1244 days
316.1
TCGA-60-2715-01A
0 years, male, white, stage:Stage IA, dead, 1075 days
315.5
TCGA-56-7579-01A
0 years, male, white, stage:Stage IIIA, dead, 951 days
315.4
TCGA-85-8584-01A
0 years, male, white, stage:Stage IIA, dead, 383 days
315.0
TCGA-56-A49D-01A
0 years, male, white, stage:Stage IIIA, alive, 637 days
312.6
TCGA-NC-A5HE-01A
0 years, male, white, stage:Stage IIB, alive, 2336 days
312.2
TCGA-94-A4VJ-01A
0 years, female, white, stage:Stage IA, alive, 430 days
312.1
TCGA-22-5480-01A
0 years, female, white, stage:Stage IA, dead, 2170 days
310.1
TCGA-63-A5MW-01A
0 years, male, stage:Stage IB, alive, 1639 days
308.0
TCGA-22-4599-01A
0 years, female, white, stage:Stage IB, dead, 1161 days
304.5
TCGA-21-1081-01A
0 years, male, white, stage:Stage IIB, dead, 284 days
303.7
TCGA-22-5478-01A
0 years, male, stage:Stage IB, dead, 24 days
302.3
TCGA-22-5489-01A
0 years, male, white, stage:Stage IA, dead, 1912 days
301.9
TCGA-66-2790-01A
0 years, male, stage:Stage IIB, alive, 699 days
301.0
TCGA-85-A510-01A
0 years, female, white, stage:Stage IIB, alive, 482 days
300.9
TCGA-21-1082-01A
0 years, male, white, stage:Stage IB, alive, 3644 days
300.3
TCGA-56-7731-01A
0 years, female, white, stage:Stage IB, dead, 3 days
299.7
TCGA-56-7580-01A
0 years, male, white, stage:Stage IB, alive, 925 days
299.4
TCGA-43-5668-01A
0 years, male, white, stage:Stage IIA, dead, 559 days
298.7
TCGA-37-4130-01A
0 years, male, white, stage:Stage IA, alive, 247 days
298.5
TCGA-18-3407-01A
0 years, male, asian, stage:Stage IB, dead, 136 days
298.4
TCGA-21-5784-01A
0 years, female, white, stage:Stage IB, alive, 1268 days
295.0
TCGA-34-2608-01A
0 years, male, white, stage:Stage IB, dead, 1000 days
294.4
TCGA-56-8625-01A
0 years, female, white, stage:Stage IIIA, dead, 315 days
292.7
TCGA-56-A5DS-01A
0 years, female, white, stage:Stage IB, alive, 8 days
292.6
TCGA-85-7696-01A
0 years, male, white, stage:Stage IA, alive, 1111 days
289.9
TCGA-22-1000-01A
0 years, male, white, stage:Stage IB, dead, 454 days
289.8
TCGA-34-5239-01A
0 years, male, white, stage:Stage IIIA, alive, 1834 days
288.9
TCGA-58-A46M-01A
0 years, male, white, stage:Stage IIB, alive, 1072 days
288.8
TCGA-85-8276-01A
0 years, male, white, stage:Stage IIA, alive, 1050 days
288.7
TCGA-92-8065-01A
0 years, female, white, stage:Stage IIB, alive, 70 days
286.4
TCGA-85-A4CL-01A
0 years, male, white, stage:Stage IA, dead, 921 days
286.4
TCGA-85-6175-01A
0 years, female, white, stage:Stage IIB, dead, 294 days
285.6
TCGA-22-4609-01A
0 years, male, white, stage:Stage IA, dead, 291 days
285.5
TCGA-22-5481-01A
0 years, female, white, stage:Stage IIB, dead, 2409 days
282.7
TCGA-56-8307-01A
0 years, female, white, stage:Stage IIB, alive, 818 days
282.5
TCGA-18-5592-01A
0 years, male, stage:Stage IIB, alive, 1519 days
282.1
TCGA-22-4596-01A
0 years, female, white, stage:Stage IB, dead, 17 days
281.7
TCGA-68-A59I-01A
0 years, female, black or african american, stage:Stage IIIA, alive, 492 days
276.0
TCGA-98-A53D-01A
0 years, male, white, stage:Stage IIB, dead, 645 days
275.7
TCGA-77-8008-01A
0 years, male, stage:Stage IB, dead, 2639 days
275.7
TCGA-46-3767-01A
0 years, male, white, stage:Stage IA, alive, 396 days
275.6
TCGA-22-1016-01A
0 years, male, white, stage:Stage IB, dead, 822 days
271.3
TCGA-90-7964-01A
0 years, male, white, stage:Stage IB, alive, 428 days
268.0
TCGA-96-A4JL-01A
0 years, female, asian, stage:Stage IIA, alive, 842 days
267.8
TCGA-43-A475-01A
0 years, female, white, stage:Stage IIB, alive, 296 days
267.5
TCGA-98-7454-01A
0 years, male, white, stage:Stage IB, alive, 652 days
267.1
TCGA-21-1078-01A
0 years, male, white, stage:Stage IB, dead, 474 days
264.1
TCGA-85-8352-01A
0 years, male, white, stage:Stage IIIA, dead, 161 days
263.6
TCGA-34-2600-01A
0 years, female, white, stage:Stage IA, dead, 1874 days
257.0
TCGA-60-2716-01A
0 years, male, stage:Stage IIB, alive, 1475 days
255.5
TCGA-60-2703-01A
0 years, male, white, stage:Stage IIB, dead, 2945 days
255.3
TCGA-56-A4ZJ-01A
0 years, female, white, stage:Stage IA, alive, 640 days
252.8
TCGA-NC-A5HJ-01A
0 years, male, white, stage:Stage IIB, dead, 418 days
251.0
TCGA-21-1076-01A
0 years, female, white, stage:Stage IB, alive, 1852 days
246.7
TCGA-39-5034-01A
0 years, female, white, stage:Stage IIB, dead, 1107 days
246.3
TCGA-63-A5MS-01A
0 years, male, stage:Stage IB, alive, 2381 days
246.0
TCGA-39-5030-01A
0 years, female, asian, stage:Stage IIIA, dead, 59 days
242.5
TCGA-56-8309-01A
0 years, male, white, stage:Stage IA, alive, 428 days
241.5
TCGA-77-A5GH-01A
0 years, male, stage:Stage IB, alive, 1182 days
239.0
TCGA-39-5035-01A
0 years, female, white, stage:Stage IA, alive, 2080 days
237.6
TCGA-37-4132-01A
0 years, female, white, stage:Stage IV, alive, 227 days
236.5
TCGA-21-1083-01A
0 years, male, white, stage:Stage IA, dead, 1315 days
236.0
TCGA-98-8022-01A
0 years, male, white, stage:Stage IA, dead, 933 days
235.2
TCGA-43-2576-01A
0 years, female, white, stage:Stage IIIA, alive, 1223 days
226.8
TCGA-85-A50Z-01A
0 years, male, white, stage:Stage IIA, alive, 493 days
224.7
TCGA-37-4141-01A
0 years, female, white, stage:Stage IA, alive, 12 days
221.5
TCGA-43-8115-01A
0 years, female, white, stage:Stage IIA, alive, 407 days
221.0
TCGA-63-A5MG-01A
0 years, male, stage:Stage IB, alive, 2148 days
220.6
TCGA-60-2704-01A
0 years, male, white, stage:Stage IIB, dead, 1154 days
220.3
TCGA-63-7022-01A
female, stage:Stage IA, alive, 2073 days
216.3
TCGA-33-AASI-01A
0 years, female, black or african american, stage:Stage IIB, dead, 1344 days
213.9
TCGA-85-8049-01A
0 years, male, white, stage:Stage IB, alive, 579 days
213.8
TCGA-22-4594-01A
0 years, female, stage:Stage IIIA, dead, 1470 days
197.1
TCGA-90-A59Q-01A
0 years, female, white, stage:Stage IIA, dead, 322 days
194.5
TCGA-60-2712-01A
0 years, female, white, stage:Stage IIB, dead, 274 days
192.5
TCGA-56-8083-01A
0 years, male, white, stage:Stage IB, alive, 150 days
191.3
TCGA-46-3766-01A
0 years, female, white, stage:Stage IA, alive, 370 days
187.7
TCGA-63-A5MN-01A
0 years, female, stage:Stage IIB, dead, 345 days
182.7
TCGA-98-A53H-01A
0 years, female, white, stage:Stage IA, alive, 618 days
179.9
TCGA-22-1011-01A
0 years, male, white, stage:Stage IB, dead, 53 days
178.3
TCGA-39-5022-01A
0 years, male, white, stage:Stage IB, dead, 1679 days
168.8
TCGA-18-3409-01A
0 years, male, white, stage:Stage IA, alive, 3747 days
166.9
TCGA-85-8287-01A
0 years, male, white, stage:Stage IA, dead, 23 days
166.5
TCGA-43-A56U-01A
0 years, female, white, stage:Stage IA, alive, 432 days
163.9
TCGA-56-8624-01A
0 years, male, white, stage:Stage IIB, alive, 420 days
155.9
TCGA-60-2697-01A
0 years, male, white, stage:Stage IIA, dead, 372 days
141.8
TCGA-56-8623-01A
0 years, male, white, stage:Stage IB, dead, 692 days
118.7
TCGA-43-6773-01A
0 years, male, white, stage:Stage IIB, dead, 116 days
106.4
TCGA-98-A53C-01A
0 years, female, white, stage:Stage IA, alive, 822 days
95.4
TCGA-77-A5FZ-01A
0 years, male, stage:Stage IIIB, dead, 3838 days
93.6
TCGA-85-A4PA-01A
0 years, male, white, stage:Stage IB, alive, 741 days
90.5
TCGA-22-1005-01A
0 years, male, white, stage:Stage IA, dead, 1953 days
77.5
TCGA-85-A513-01A
0 years, female, asian, stage:Stage IA, alive, 910 days
71.4
TCGA-90-A4ED-01A
0 years, male, white, stage:Stage IB, alive, 615 days
58.7
TCGA-37-4129-01A
0 years, female, white, stage:Stage IA, alive, 242 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.
TUBA1C 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
366.5
Number of samples
68
Samples
Sample
Description
TPM
L642
0 years, male, stage:Stage IB, dead, 1167 days
1429.6
L539
0 years, male, stage:Stage IB, dead, 370 days
693.0
L568
0 years, female, stage:Stage IIB, dead, 71 days
691.0
L858
0 years, female, stage:Stage IIB, dead, 558 days
625.4
L881
0 years, male, stage:Stage IB, alive, 1752 days
612.3
L559
0 years, male, stage:Stage IIB, alive, 2615 days
608.5
L586
0 years, male, stage:Stage IIA, dead, 784 days
541.1
L860
0 years, male, stage:Stage IA, alive, 2056 days
528.7
L685
0 years, female, stage:Stage IIB, alive, 1944 days
526.1
L488
0 years, female, stage:Stage IIA, alive, 2993 days
512.4
L857
0 years, male, stage:Stage IB, dead, 226 days
476.4
L604
0 years, male, stage:Stage IIA, dead, 286 days
469.7
L529
0 years, female, stage:Stage IA, alive, 2775 days
467.8
L854
0 years, female, stage:Stage IB, alive, 2256 days
466.6
L466
0 years, female, stage:Stage IIIA, dead, 412 days
425.1
L457
0 years, female, stage:Stage IIA, alive, 2901 days
423.3
L592
0 years, male, stage:Stage IB, alive, 2368 days
419.2
L719
0 years, male, stage:Stage IB, alive, 1615 days
416.5
L747
0 years, female, stage:Stage IA, dead, 1112 days
412.1
L444
0 years, female, stage:Stage IIB, alive, 3337 days
410.4
L633
0 years, female, stage:Stage IA, alive, 2102 days
399.3
L420
0 years, female, stage:Stage IIB, dead, 295 days
397.6
L818
0 years, male, stage:Stage IB, alive, 2480 days
395.1
L655
0 years, male, stage:Stage IIA, dead, 1603 days
394.2
L464
0 years, male, stage:Stage IB, dead, 1935 days
392.3
L817
0 years, female, stage:Stage IIIA, dead, 1279 days
383.5
L739
0 years, female, stage:Stage IIIA, dead, 352 days
381.3
L744
0 years, male, stage:Stage IA, alive, 1614 days
378.2
L468
0 years, male, stage:Stage IB, alive, 3004 days
368.3
L483
0 years, male, stage:Stage IB, dead, 77 days
366.6
L788
0 years, female, stage:Stage IA, alive, 3385 days
355.0
L452
0 years, male, stage:Stage IIIA, dead, 3115 days
349.5
L563
0 years, female, stage:Stage IIB, dead, 1216 days
347.2
L756
0 years, male, stage:Stage IB, alive, 1796 days
345.8
L820
0 years, female, stage:Stage IA, alive, 2405 days
337.1
L852
0 years, male, stage:Stage IB, dead, 700 days
336.1
L644
0 years, male, stage:Stage IA, dead, 282 days
331.2
L472
0 years, male, stage:Stage IB, dead, 423 days
330.1
L608
0 years, male, stage:Stage IA, alive, 2350 days
329.5
L824
0 years, male, stage:Stage IA, dead, 665 days
325.9
L496
0 years, male, stage:Stage IB, alive, 2761 days
321.3
L534
0 years, male, stage:Stage IIA, alive, 2693 days
311.5
L755
0 years, male, stage:Stage IIA, dead, 227 days
310.0
L767
0 years, male, stage:Stage IA, alive, 1718 days
309.4
L712
0 years, male, stage:Stage IA, alive, 1698 days
297.7
L856
0 years, male, stage:Stage IA, dead, 1465 days
295.7
L447
0 years, male, stage:Stage IIB, alive, 3203 days
284.9
L753
0 years, male, stage:Stage IIA, alive, 1705 days
279.2
L736
0 years, male, stage:Stage IA, dead, 1195 days
277.5
L456
0 years, male, stage:Stage IIA, dead, 1660 days
262.1
L459
0 years, male, stage:Stage IIA, alive, 3181 days
259.3
L406
0 years, male, stage:Stage IA, alive, 3057 days
254.4
L886
0 years, male, stage:Stage IB, dead, 1932 days
254.3
L652
0 years, male, stage:Stage IA, dead, 5 days
241.3
L470
0 years, female, stage:Stage IB, dead, 1774 days
237.8
L658
0 years, female, stage:Stage IIB, alive, 2083 days
236.0
L723
0 years, male, stage:Stage IIA, dead, 433 days
234.2
L650
0 years, female, stage:Stage IB, dead, 986 days
226.1
L490
0 years, male, stage:Stage IA, dead, 716 days
215.1
L715
0 years, female, stage:Stage IIIA, dead, 150 days
207.5
L442
0 years, female, stage:Stage IB, dead, 2433 days
185.8
L864
0 years, female, stage:Stage IA, alive, 2192 days
174.0
L572
0 years, male, stage:Stage IA, alive, 2532 days
169.2
L661
0 years, male, stage:Stage IA, dead, 1123 days
158.0
L884
0 years, male, stage:Stage IIA, alive, 1627 days
142.5
L751
0 years, female, stage:Stage IIIA, alive, 1600 days
133.7
L758
0 years, male, stage:Stage IA, dead, 1562 days
131.2
L760
0 years, male, stage:Stage IIA, alive, 1895 days
115.9
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LUNG ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
213
Samples
Sample ID
Sample type
nRPX
CPT0105270003
Tumor
0.7
CPT0118620003
Tumor
0.5
CPT0083780003
Tumor
0.4
CPT0011710004
Tumor
0.4
CPT0090860003
Tumor
0.4
CPT0014860003
Tumor
0.4
CPT0118810003
Tumor
0.4
CPT0105060003
Tumor
0.3
CPT0118340003
Tumor
0.3
CPT0052940004
Tumor
0.3
CPT0067450003
Tumor
0.3
CPT0069360003
Tumor
0.3
CPT0090700003
Tumor
0.3
CPT0098130003
Tumor
0.3
CPT0070080003
Normal
0.3
CPT0090900004
Normal
0.2
CPT0114840003
Tumor
0.2
CPT0113210003
Tumor
0.2
CPT0052170004
Tumor
0.2
CPT0148180004
Tumor
0.2
CPT0014260003
Tumor
0.2
CPT0125830003
Normal
0.2
CPT0082770003
Normal
0.2
CPT0068800003
Tumor
0.2
CPT0105550003
Normal
0.2
CPT0067470004
Normal
0.2
CPT0051690004
Tumor
0.2
CPT0000920017
Tumor
0.2
CPT0015420003
Normal
0.2
CPT0104760003
Normal
0.2
CPT0111480003
Normal
0.2
CPT0105330003
Tumor
0.2
CPT0147400003
Normal
0.2
CPT0105370004
Normal
0.2
CPT0067770003
Normal
0.2
CPT0079850003
Normal
0.1
CPT0067940003
Tumor
0.1
CPT0069370003
Normal
0.1
CPT0013910003
Normal
0.1
CPT0111590003
Normal
0.1
CPT0090720003
Normal
0.1
CPT0011930003
Normal
0.1
CPT0105680003
Normal
0.1
CPT0106110003
Tumor
0.1
CPT0105980003
Normal
0.1
CPT0097580003
Tumor
0.1
CPT0091240003
Tumor
0.1
CPT0118890003
Normal
0.1
CPT0118570003
Tumor
0.1
CPT0118240003
Normal
0.1
CPT0105610003
Normal
0.1
CPT0147000003
Normal
0.1
CPT0011750003
Normal
0.1
CPT0067250003
Tumor
0.1
CPT0066930003
Normal
0.1
CPT0091870003
Normal
0.1
CPT0053040004
Tumor
0.1
CPT0109760003
Normal
0.1
CPT0083140003
Normal
0.1
CPT0109850003
Normal
0.1
CPT0148300003
Normal
0.1
CPT0105010004
Normal
0.1
CPT0067290003
Normal
0.1
CPT0001970003
Normal
0.1
CPT0014290003
Normal
0.1
CPT0082890003
Normal
0.1
CPT0148100003
Normal
0.1
CPT0147880004
Tumor
0.1
CPT0118360003
Normal
0.1
CPT0063750003
Normal
0.1
CPT0105740003
Normal
0.1
CPT0068830003
Normal
0.1
CPT0147900003
Normal
0.1
CPT0089360003
Normal
0.1
CPT0092250003
Normal
0.0
CPT0118010003
Normal
0.0
CPT0068130003
Normal
0.0
CPT0014930003
Normal
0.0
CPT0092530003
Tumor
0.0
CPT0118650003
Normal
0.0
CPT0067110003
Normal
0.0
CPT0148200003
Normal
0.0
CPT0105710003
Tumor
0.0
CPT0090200003
Normal
0.0
CPT0105250003
Normal
0.0
CPT0013630003
Normal
0.0
CPT0069550003
Normal
0.0
CPT0091860003
Tumor
0.0
CPT0105190003
Normal
0.0
CPT0106100003
Normal
0.0
CPT0070060003
Tumor
0.0
CPT0102480003
Normal
0.0
CPT0113220003
Normal
0.0
CPT0008450003
Tumor
0.0
CPT0066780003
Tumor
0.0
CPT0109700003
Normal
0.0
CPT0118830003
Normal
0.0
CPT0083810003
Normal
0.0
CPT0147600003
Normal
0.0
CPT0090370003
Normal
0.0
CPT0147380004
Tumor
0.0
CPT0001380003
Tumor
0.0
CPT0146800003
Normal
0.0
CPT0015410003
Tumor
0.0
CPT0083420003
Normal
0.0
CPT0105510003
Tumor
0.0
CPT0067070003
Tumor
0.0
CPT0001580009
Tumor
0.0
CPT0147500003
Normal
0.0
CPT0091260003
Normal
0.0
CPT0105600003
Tumor
0.0
CPT0112080003
Normal
0.0
CPT0146600003
Normal
0.0
CPT0092940003
Normal
0.0
CPT0105230003
Tumor
0.0
CPT0118180003
Normal
0.0
CPT0092930003
Tumor
0.0
CPT0147100003
Normal
0.0
CPT0013600003
Tumor
0.0
CPT0068650003
Normal
0.0
CPT0001960003
Tumor
0.0
CPT0125810003
Tumor
0.0
CPT0084170003
Normal
0.0
CPT0086320003
Normal
0.0
CPT0000930003
Normal
0.0
CPT0021450003
Tumor
0.0
CPT0011910004
Tumor
0.0
CPT0068100003
Tumor
0.0
CPT0068610003
Tumor
0.0
CPT0001590003
Normal
0.0
CPT0063840003
Normal
0.0
CPT0082740004
Tumor
0.0
CPT0066890003
Tumor
0.0
CPT0115090003
Normal
0.0
CPT0001690003
Normal
0.0
CPT0118200003
Tumor
0.0
CPT0090600003
Normal
0.0
CPT0114880003
Normal
0.0
CPT0114010003
Normal
0.0
CPT0110890003
Normal
0.0
CPT0146780004
Tumor
0.0
CPT0023320003
Normal
0.0
CPT0069720003
Normal
0.0
CPT0148000003
Normal
-0.1
CPT0118600003
Normal
-0.1
CPT0104650003
Normal
-0.1
CPT0008420003
Normal
-0.1
CPT0066810003
Normal
-0.1
CPT0109710003
Normal
-0.1
CPT0097600003
Normal
-0.1
CPT0148280004
Tumor
-0.1
CPT0001070003
Normal
-0.1
CPT0021490003
Normal
-0.1
CPT0105630003
Tumor
-0.1
CPT0146980004
Tumor
-0.1
CPT0117970003
Tumor
-0.1
CPT0118160003
Tumor
-0.1
CPT0063810003
Tumor
-0.1
CPT0001060010
Tumor
-0.1
CPT0118880003
Tumor
-0.1
CPT0109720004
Tumor
-0.1
CPT0109740004
Tumor
-0.1
CPT0090340003
Tumor
-0.1
CPT0104970003
Tumor
-0.1
CPT0114690003
Normal
-0.1
CPT0110980004
Tumor
-0.1
CPT0063730003
Tumor
-0.1
CPT0067950003
Normal
-0.1
CPT0069520003
Tumor
-0.1
CPT0147580004
Tumor
-0.1
CPT0086770003
Normal
-0.1
CPT0112060003
Tumor
-0.1
CPT0067620003
Tumor
-0.1
CPT0090570004
Tumor
-0.1
CPT0013880003
Tumor
-0.1
CPT0090170004
Tumor
-0.1
CPT0008410003
Tumor
-0.1
CPT0104630003
Tumor
-0.1
CPT0147080004
Tumor
-0.1
CPT0082850004
Tumor
-0.1
CPT0109830004
Tumor
-0.1
CPT0023310003
Tumor
-0.1
CPT0092240003
Tumor
-0.1
CPT0069700003
Tumor
-0.2
CPT0083100003
Tumor
-0.2
CPT0146700003
Normal
-0.2
CPT0110860004
Tumor
-0.2
CPT0102450003
Tumor
-0.2
CPT0147980004
Tumor
-0.2
CPT0115070003
Tumor
-0.2
CPT0062810003
Normal
-0.2
CPT0147480004
Tumor
-0.2
CPT0109680004
Tumor
-0.2
CPT0001660013
Tumor
-0.2
CPT0001810003
Normal
-0.2
CPT0001390003
Normal
-0.2
CPT0105940003
Tumor
-0.2
CPT0083390004
Tumor
-0.2
CPT0001800013
Tumor
-0.2
CPT0104750003
Tumor
-0.2
CPT0111300003
Tumor
-0.3
CPT0113990003
Tumor
-0.3
CPT0114660004
Tumor
-0.3
CPT0079830003
Tumor
-0.3
CPT0086310003
Tumor
-0.3
CPT0084140003
Tumor
-0.3
CPT0089340003
Tumor
-0.3
CPT0146680004
Tumor
-0.3
CPT0086750003
Tumor
-0.4
CPT0146880004
Tumor
-0.4
CPT0055100004
Tumor
-0.5
CPT0146580004
Tumor
N/A
CPT0148080004
Tumor
N/A
Show allShow less
LUNG SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
212
Samples
Sample ID
Sample type
nRPX
CPT0221650003
Tumor
0.6
CPT0115830003
Tumor
0.6
CPT0117720003
Tumor
0.5
CPT0197740003
Tumor
0.4
CPT0104360003
Tumor
0.4
CPT0146380004
Tumor
0.4
CPT0175410003
Normal
0.4
CPT0208770003
Tumor
0.4
CPT0238110004
Tumor
0.3
CPT0063430003
Tumor
0.3
CPT0063480003
Tumor
0.3
CPT0175390003
Tumor
0.3
CPT0197210003
Tumor
0.3
CPT0126830003
Normal
0.3
CPT0136660003
Normal
0.3
CPT0204990003
Tumor
0.3
CPT0233320003
Tumor
0.3
CPT0115860003
Normal
0.3
CPT0112730003
Normal
0.3
CPT0209020004
Tumor
0.3
CPT0123370003
Normal
0.3
CPT0202020008
Tumor
0.3
CPT0069900003
Normal
0.2
CPT0083980003
Tumor
0.2
CPT0117770003
Normal
0.2
CPT0223820003
Normal
0.2
CPT0010050003
Tumor
0.2
CPT0102790003
Tumor
0.2
CPT0064050003
Normal
0.2
CPT0191860003
Tumor
0.2
CPT0202040003
Normal
0.2
CPT0136640003
Tumor
0.2
CPT0104930003
Tumor
0.2
CPT0183250004
Tumor
0.2
CPT0112720003
Tumor
0.2
CPT0233120003
Tumor
0.2
CPT0130270003
Tumor
0.2
CPT0204820003
Normal
0.2
CPT0001020003
Tumor
0.2
CPT0126530003
Tumor
0.2
CPT0091050003
Tumor
0.2
CPT0236420003
Tumor
0.2
CPT0105430003
Normal
0.2
CPT0186130003
Tumor
0.2
CPT0237550004
Tumor
0.2
CPT0091820003
Tumor
0.2
CPT0083990003
Normal
0.2
CPT0087190003
Tumor
0.2
CPT0023470003
Tumor
0.2
CPT0130030003
Tumor
0.2
CPT0205000003
Normal
0.2
CPT0234580003
Normal
0.2
CPT0233600003
Tumor
0.1
CPT0209490003
Tumor
0.1
CPT0111000004
Normal
0.1
CPT0204800003
Tumor
0.1
CPT0063500003
Normal
0.1
CPT0197090003
Tumor
0.1
CPT0130310003
Normal
0.1
CPT0175560003
Tumor
0.1
CPT0237760003
Tumor
0.1
CPT0068280003
Tumor
0.1
CPT0241210003
Normal
0.1
CPT0225470003
Normal
0.1
CPT0086270003
Normal
0.1
CPT0202220004
Normal
0.1
CPT0175160003
Normal
0.1
CPT0221660003
Normal
0.1
CPT0237780003
Normal
0.1
CPT0104950003
Normal
0.1
CPT0069890003
Tumor
0.1
CPT0245830003
Tumor
0.1
CPT0202740003
Normal
0.1
CPT0130410003
Tumor
0.1
CPT0223790003
Tumor
0.1
CPT0237570003
Normal
0.1
CPT0098800003
Normal
0.1
CPT0233330003
Normal
0.1
CPT0079110003
Normal
0.1
CPT0217490003
Normal
0.1
CPT0202170003
Tumor
0.1
CPT0126670003
Tumor
0.1
CPT0130440004
Normal
0.1
CPT0186210003
Normal
0.1
CPT0202720003
Tumor
0.1
CPT0123350003
Tumor
0.1
CPT0236430003
Normal
0.1
CPT0112600003
Normal
0.1
CPT0147680004
Tumor
0.1
CPT0219360003
Tumor
0.1
CPT0227400003
Tumor
0.1
CPT0007760003
Normal
0.1
CPT0192590004
Normal
0.1
CPT0191930003
Normal
0.1
CPT0126810003
Tumor
0.1
CPT0063440003
Normal
0.1
CPT0237060004
Tumor
0.1
CPT0245780003
Tumor
0.1
CPT0108600003
Normal
0.1
CPT0204600003
Tumor
0.1
CPT0175120003
Tumor
0.1
CPT0086260003
Tumor
0.1
CPT0245790003
Normal
0.0
CPT0126450003
Tumor
0.0
CPT0146480004
Tumor
0.0
CPT0227020003
Tumor
0.0
CPT0207210003
Tumor
0.0
CPT0197100003
Normal
0.0
CPT0068320003
Normal
0.0
CPT0126470003
Normal
0.0
CPT0186180003
Tumor
0.0
CPT0105420003
Tumor
0.0
CPT0219390003
Normal
0.0
CPT0023500003
Normal
0.0
CPT0196820003
Normal
0.0
CPT0209040003
Normal
0.0
CPT0234930004
Tumor
0.0
CPT0233640003
Normal
0.0
CPT0195520003
Normal
0.0
CPT0112540003
Tumor
0.0
CPT0126390003
Tumor
0.0
CPT0183270003
Normal
0.0
CPT0197150003
Tumor
0.0
CPT0197860003
Normal
0.0
CPT0227420003
Normal
0.0
CPT0147700003
Normal
0.0
CPT0234820003
Normal
0.0
CPT0237430003
Normal
0.0
CPT0245890003
Normal
0.0
CPT0241170003
Tumor
0.0
CPT0218310003
Normal
0.0
CPT0237690004
Tumor
0.0
CPT0112650003
Tumor
0.0
CPT0146400003
Normal
0.0
CPT0197520003
Normal
0.0
CPT0234950004
Normal
0.0
CPT0147200003
Normal
0.0
CPT0187380003
Normal
0.0
CPT0175270003
Normal
0.0
CPT0202400004
Normal
0.0
CPT0197480003
Tumor
0.0
CPT0126740003
Tumor
0.0
CPT0202350004
Tumor
0.0
CPT0245840003
Normal
0.0
CPT0091090003
Normal
0.0
CPT0130070003
Normal
0.0
CPT0010060003
Normal
0.0
CPT0245880003
Tumor
0.0
CPT0112550003
Normal
0.0
CPT0208780003
Normal
0.0
CPT0237080003
Normal
0.0
CPT0147180004
Tumor
0.0
CPT0221220003
Normal
0.0
CPT0126400003
Normal
0.0
CPT0204660003
Normal
0.0
CPT0091620003
Normal
0.0
CPT0197380003
Normal
0.0
CPT0112660003
Normal
0.0
CPT0104380003
Normal
0.0
CPT0207250003
Normal
0.0
CPT0128900003
Normal
0.0
CPT0146500003
Normal
0.0
CPT0186140003
Normal
0.0
CPT0111150004
Tumor
0.0
CPT0102840003
Normal
0.0
CPT0197170003
Normal
0.0
CPT0202530004
Tumor
-0.1
CPT0238130003
Normal
-0.1
CPT0237200004
Tumor
-0.1
CPT0218280003
Tumor
-0.1
CPT0098770003
Tumor
-0.1
CPT0087210003
Normal
-0.1
CPT0090440003
Tumor
-0.1
CPT0233160003
Normal
-0.1
CPT0175260003
Tumor
-0.1
CPT0237410004
Tumor
-0.1
CPT0196810003
Tumor
-0.1
CPT0079060003
Normal
-0.1
CPT0237710003
Normal
-0.1
CPT0232690003
Normal
-0.1
CPT0007740003
Tumor
-0.1
CPT0108560003
Tumor
-0.1
CPT0222740003
Normal
-0.1
CPT0079050003
Tumor
-0.1
CPT0195510003
Tumor
-0.1
CPT0091610003
Tumor
-0.1
CPT0237990003
Normal
-0.1
CPT0089880003
Tumor
-0.1
CPT0221200003
Tumor
-0.1
CPT0217420003
Tumor
-0.1
CPT0101130003
Tumor
-0.1
CPT0190550003
Tumor
-0.1
CPT0126760003
Normal
-0.1
CPT0227070003
Normal
-0.1
CPT0187370003
Tumor
-0.1
CPT0079100003
Tumor
-0.1
CPT0064040003
Tumor
-0.1
CPT0232670003
Tumor
-0.1
CPT0234560003
Tumor
-0.1
CPT0209510003
Normal
-0.1
CPT0001030003
Normal
-0.1
CPT0192540004
Tumor
-0.2
CPT0202580004
Normal
-0.2
CPT0191750003
Normal
-0.2
CPT0237210003
Normal
-0.2
CPT0234790003
Tumor
-0.2
CPT0112580003
Tumor
-0.2
CPT0237970004
Tumor
-0.2
CPT0225380003
Tumor
-0.2
CPT0128890003
Tumor
-0.2
CPT0191710003
Tumor
-0.3
CPT0222730003
Tumor
-0.4
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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.