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["ID","Sex","Age at MRI","WHO CNS Grade","Origin","Pathology diagnosis","IDH","GFAP","P53","Ki-67","Olig-2","Surgery or Biopsy","Extent of Resection (EOR)","Molecular Result","Image rating: FLAIR","Image rating: T1","Image rating: T1-ce","Image rating: T2"]
["sub-0001","Male",79,3,"/","Oligodendroglioma","wildtype","+","+/-","35%+","+","Surgery ","Near total resection (NTR)","/",2,2,1,1]
["sub-0002","Male",54,3,"/","Oligodendroglioma","wildtype","+","partially+","30%+","+","Surgery ","Subtotal resection (STR)","/",2,2,2,2]
["sub-0003","Male",78,3,"/","Oligodendroglioma","mutant","+","+","30%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0004","Male",65,3,"/","Astrocytoma","wildtype","+","+","10%+","+","Surgery ","Subtotal resection (STR)","/",2,1,1,1]
["sub-0005","Male",48,3,"/","Oligodendroglioma","mutant","+","partially+","40%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0006","Male",75,3,"/","Astrocytoma","wildtype","+","-","40%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0007","Female",56,3,"/","Oligodendroglioma","wildtype","+","+","70%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0008","Male",39,3,"/","Oligodendroglioma","mutant","+","partially+","50%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0009","Male",25,3,"/","Oligodendroglioma","wildtype","partially+","-","15%+","+","Surgery ","Near total resection (NTR)","/",2,2,2,2]
["sub-0010","Male",57,3,"/","Oligodendroglioma","wildtype","+","-","10%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0011","Female",57,4,"/","Glioblastoma","wildtype","+","partially+","40%+","+","Surgery ","Subtotal resection (STR)","/",2,2,2,2]
["sub-0012","Male",65,4,"/","Glioblastoma","wildtype","+","-","40%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0013","Male",67,4,"/","Glioblastoma","wildtype","+","+","50%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0014","Male",15,4,"/","Glioblastoma","wildtype","+","-","40%+","+","Surgery ","Near total resection (NTR)","/",2,2,2,2]
["sub-0015","Male",56,4,"/","Glioblastoma","wildtype","+","-","20%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0016","Female",65,4,"/","Glioblastoma","wildtype","+","partially+","20%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0017","Male",33,4,"/","Glioblastoma","mutant","+","+","25%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0018","Male",80,4,"/","Glioblastoma","wildtype","+","partially+","45%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0019","Male",82,4,"/","Glioblastoma","wildtype","+","-","90%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0020","Female",62,4,"/","Glioblastoma","wildtype","+","+","30%+","+","Surgery ","Near total resection (NTR)","/",2,2,2,2]
["sub-0021","Male",70,4,"/","Glioblastoma","mutant","+","+","45%+","+","Surgery ","Gross total resection (GTR)","/",2,2,1,2]
["sub-0022","Female",40,3,"/","Oligodendroglioma","wildtype","+","+","40%+","+","Surgery ","Near total resection (NTR)","/",2,2,2,2]
["sub-0023","Female",74,4,"/","Glioblastoma","wildtype","+","+","50%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0024","Male",41,4,"/","Glioblastoma","mutant","+","+","55%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0025","Female",23,3,"/","Astrocytoma","mutant","+","+","30%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0026","Female",78,4,"/","Glioblastoma","wildtype","+","+","40%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,1]
["sub-0027","Female",66,4,"/","Glioblastoma","wildtype","+","-","60%+","+/-","Surgery ","Subtotal resection (STR)","/",2,2,2,2]
["sub-0028","Female",68,4,"/","Glioblastoma","wildtype","+","+",">60%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0029","Female",66,4,"/","Glioblastoma","wildtype","+","partially+","40%+","+","Surgery ","Gross total resection (GTR)","/",2,2,2,2]
["sub-0030","Female",64,"/","Lung","Neuroendocrine carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Ckpan (+), CgA (+), CD56 (+), Syn (+), CK7 (+), TTF-1 (+), Ki-67 (80%+), GFAP (-), S-100 (-), Olig-2 (-), P53 (+), INI-1 (+), Vimentin (-), IDH-1 (-), CD99 (-), Melan-A (-), NKX2.2 (Partially +), EMA (+/-), SSTR-2 (+)",2,2,2,2]
["sub-0031","Male",52,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","CK7 (+), TTF-1 (+), Napsin-A (+), SATB2 (-), CK20 (-), CDX-2 (-), Ki-67 (8%+), Ckpan (+), Vimentin (Partially +), S-100 (-), GFAP (-), Syn (-), CgA (-)",2,2,2,2]
["sub-0032","Male",71,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Subtotal resection (STR)","CK7 (+), Ckpan(+), Napsin-A (-), TTF-1 (+), CK20 (-), CEA (Partially +), CDX-2 (-),  Ki-67 (70%+), PSA (-), CK19 (+)",2,2,2,2]
["sub-0033","Female",39,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Near total resection (NTR)","GFAP (-), TTF-1 (-), CK7 (-), CgA (-), CD56 (-), CK20 (+/-), CDX-2 (+), Villin (+), Napsin-A (-), Ki-67 (75%+)",2,2,2,2]
["sub-0034","Male",55,"/","Lung","Squamous cell carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Ckpan (+), CK5/6 (+), Ki-67 (50%+), GFAP (-), P40 (+), EMA (Partially +)",2,2,2,2]
["sub-0035","Male",72,"/","Lung","Squamous cell carcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0036","Male",68,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Subtotal resection (STR)","Ckpan (+), EMA (+), Vimentin (+), GFAP (-), CK7 (+), Napsin-A (Partially +), TTF-1 (+), S-100 (-), CK20 (-), CDX-2 (-), SATB2 (-), Villin (-), P53 (-), ERG (-), Ki-67 (40%+)",2,2,2,2]
["sub-0037","Female",68,"/","Lung","Adenocarcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0038","Female",67,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Near total resection (NTR)","CK7 (+), TTF-1 (+), Napsin-A (+), SATB2 (-), CK20 (-), Ki-67 (80%+), TG (-), S-100 (-), GFAP (-), Ckpan (+), Vimentin (-)",2,2,2,1]
["sub-0039","Male",55,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","CK7 (+), TTF-1 (+), Napsin-A (+), p40 (-), Syn (-), CD56 (-), ALK (D5F3) (-), ALK (Neg) (-), Ki-67 (20%+)",2,2,1,2]
["sub-0040","male",69,"/","Lung","Adenocarcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0041","Male",79,"/","Lung","Adenocarcinoma","/","/","/","/","/","Biopsy","Biopsy","TTF-1 (+), TG (-), CK7 (+), Napsin-A (+), CK20 (-), GFAP (-), CK5/6 (-), Ki-67 (8%+)",2,2,2,2]
["sub-0042","Female",75,"/","Lung","Adenocarcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0043","Male",57,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Ckpan (+), CK5/6 (-), Calretinin (-), CDX-2 (-), D2-40 (-), WT-1 (-), Napsin-A (+), TTF-1 (+), Melan-A (-), HMB45 (-), Hepatocyte (-), GPC3 (-), GCDFP-15 (-), Ki-67 (65%+), GFAP (-), Pax-8 (-)",2,2,2,2]
["sub-0044","Male",66,"/","Lung","Adenocarcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0045","Male",65,"/","Lung","Neuroendocrine carcinoma","/","/","/","/","/","Surgery ","Subtotal resection (STR)","Ckpan (+), Ki-67 (60%+), Napsin-A (-), TTF-1 (Partially +), Syn (+), CgA(-), TP53 (+)",2,2,2,2]
["sub-0046","Male",66,"/","Lung","Sarcomatoid carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Ckpan (+), Vimentin (Partially +)，Ki-67 (60%+), CK7(+), TTF-1 (+), Napsin-A (Partially +), Syn (-), CgA (-), CD56 (-), P40 (-), P63 (-), PHH3 (+/-), GFAP (-)",2,2,2,2]
["sub-0047","Male",60,"/","Lung","Squamous cell carcinoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0048","Male",31,"/","Lung","Adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","CK7 (Partially +), TTF-1 (Partially +), P53 (+), Ki-67 (70%+), Napsin-A (-), Syn (+), CEA (+)",2,2,2,2]
["sub-0049","Male",60,"/","Lung","Neuroendocrine carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","CK7 (+), TTF-1 (Partially +), Napsin-A (-), Ki-67 (50%+), Syn (+), CgA (+), CD56 (-), P63 (-), P40(-), GFAP (-), Vimentin(-), TP53 (+)",2,2,2,2]
["sub-0050","Female",51,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Subtotal resection (STR)","ER (-), PR (-), HER-2 (-), Ki-67 (40%+), Ckpan (+), CK5/6 (+), P63 (Partially +), GCDFP-15 (-), GATA3 (-), CgA (-), Syn (-), CD56 (-)",2,2,2,2]
["sub-0051","Female",48,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,1]
["sub-0052","Female",59,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Subtotal resection (STR)","ER (90%+), PR (90%+), HER-2 (+), Ki-67 (10%+), Ckpan (+), Syn (-), CD56 (-), CgA (-), GCDFP-15 (Partially +), BcL-2 (+),  GATA3 (+), GFAP (-), TTF-1 (-), CK7 (+), Napsin-A (-), AR (20%+)",2,2,2,2]
["sub-0053","Female",56,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Gross total resection (GTR)","ER (-), PR (70%+), HER-2 (+++), Ki-67 (40%+), Ckpan (+), Vimentin (-), GFAP (-), GCDFP-15 (+), GATA3 (+), CK5/6 (-)",2,2,2,2]
["sub-0054","Female",41,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Gross total resection (GTR)","ER (90%+), PR (60%+), HER-2 (++), Ki-67 (15%+), GCDFP-15 (-), GATA3 (+), AR (70%+), CK20 (-), CDX-2 (-), CK7 (-)",2,2,2,2]
["sub-0055","Female",53,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Subtotal resection (STR)","ER (-), PR (-), HER-2 (++), Ki-67 (60%+), GATA3 (+), GCDFP-15 (+/-), BcL-2 (Partially +), CK7 (+), TTF-1 (-), Napsin-A (-), SATB2 (-), CK20 (-), CDX-2 (-), Pax-8 (-), P40 (Partially +), P63 (Partially +), CK5/6 (+/-)",2,2,2,2]
["sub-0056","Female",52,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Biopsy","Biopsy","-",2,1,2,2]
["sub-0057","Female",49,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0058","Female",48,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Surgery ","Gross total resection (GTR)","ER (40%+), PR (3%+), HER-2 (++), Ki-67 (70%+), Ckpan (+), GCDFP-15 (-), GATA3 (+), GFAP (-), E-cad (+), P120 (Membrane +)",2,2,2,2]
["sub-0059","Female",63,"/","Breast","Breast cancer brain metastasis","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0060","Female",52,"/","Ovary","Ovarian serous adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Ckpan (+), Pax-8 (+), CK7 (+), ER (-), PR (1%+), Napsin-A (-), GFAP (-), S-100 (-), Ki-67 (40%+), P53 (+), CA125 (Partially +), WT-1 (-), P16 (+), CK20 (-), Vimentin (-), EMA (Partially +)",2,2,2,2]
["sub-0061","Female",57,"/","Ovary","Ovarian clear cell carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Vimentin (-), Ckpan (+), CK7 (+), EMA (+), Pax-8 (+), Napsin-A (-), CA125 (+), ER (Partially +), PR (-), TTF-1 (-), CD10 (-), RCC (-), GATA3 (-), Hepatocyte (-), GFAP (-), S-100 (-), NeuN (-), Ki-67 (50%+)",2,2,2,2]
["sub-0062","Female",72,"/","Ovary","Ovarian carcinosarcoma","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]
["sub-0063","Female",55,"/","Ovary","Ovarian serous adenocarcinoma","/","/","/","/","/","Surgery ","Subtotal resection (STR)","CKpan (+), TTF-1 (+), CK7 (+), CK20 (-), Villin (-), PAX-8 (+), WT-1 (+), ER(+), PR (-), P16(Partially +), Ki-67 (30%+), Vimentin (-)",2,2,2,1]
["sub-0064","Male",52,"/","Stomach","Adenocarcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","CK20 (-), CDX-2 (Partially +), CEA (+), Ki-67 (85%+), CK7 (+), Villin (+)",2,2,2,2]
["sub-0065","Male",52,"/","Stomach","Neuroendocrine carcinoma","/","/","/","/","/","Surgery ","Gross total resection (GTR)","Syn (+), CgA (+), P53 (+), TTF-1 (+), GFAP (-), S-100 (-), Ckpan (-), CD56 (Partially +), CK8 (-), NF (-), Vimentin (-), IDH-1 (-), Olig-2 (-), P40 (-), CK5/6 (-), Ki-67 (90%+)",2,2,2,2]
["sub-0066","Male",52,"/","Skin","Melanoma brain metastasis","/","/","/","/","/","Surgery ","Subtotal resection (STR)","Ckpan (-), HMB45 (+), Melan-A (+/-), S-100 (+), SOX-10 (+), Syn (-), CD56 (+), CgA (-), TTF-1 (-), CK7 (-), CK20 (-), PSA (-), CD138 (+), CD38 (-), CD20 (-), CD79α (-), GFAP (-), CD3 (-), PAX-5 (-), Ki-67 (60%+), CK19 (-), MOC31 (-), Vimentin (+), CD10 (+)",2,2,2,2]
["sub-0067","Male",68,"/","Skin","Melanoma brain metastasis","/","/","/","/","/","Biopsy","Biopsy","-",2,2,2,2]