scheme node_a node_b major_a major_b source cancer_type material_class treatment_phase n_work_units n_candidate_blocks n_units_with_patient_basis_field patient_basis_field_is_not_manual_patient_review same_parent_compositional_closure_applies status Spearman CI_low CI_high n_finite_bootstraps bootstrap_Fisher_z_variance n_observed_zero_a n_observed_zero_b Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.4044117647058823 -0.148574934740665 0.688317976770233 2000.0 0.067332562098833 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True True estimable -0.0549450549450549 -0.7118846980186202 0.6364909600203711 2000.0 0.1757399300324112 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True True estimable 0.4769230769230769 -0.1448446421457973 0.8565022421524664 2000.0 0.1319541724582373 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True True estimable 0.1428571428571428 -0.5155047193243915 0.6593426501035197 2000.0 0.1172414061894658 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.5658003729895212 0.0652097445731977 0.861438710437356 2000.0 0.098317835450589 5.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True True estimable 0.4728962943052469 -0.0813008715553382 0.8545011429339786 2000.0 0.12983146257834 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True True estimable 0.6121212121212121 -0.0898584905660377 0.9871815286624204 2000.0 1.2954670722908954 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True True estimable -0.2937062937062937 -0.7871485132514544 0.3457943925233644 2000.0 0.1632443916258756 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True True estimable 0.1964809673894743 -0.1097214554948217 0.4616550381849307 2000.0 0.0232567241736778 5.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True True estimable 0.6545454545454547 0.1025700934579439 0.9158878504672896 2000.0 0.4653062165048572 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True True estimable 0.8963901939370857 0.3184958611777175 0.9671343040273678 1995.0 0.6692230767726648 4.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True True estimable 0.6679841897233202 0.3349628533753578 0.8442706847466893 2000.0 0.0496035521592325 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True True estimable 0.7575757575757575 0.2075471698113207 0.9874233490566038 2000.0 1.3730549859994508 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True True estimable 0.6013986013986015 0.0510167802407951 0.8560619686069326 2000.0 0.120241955543288 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True True estimable -0.1454545454545454 -0.9245283018867924 0.5885234539194204 2000.0 0.4678958858085356 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True True estimable 0.318998464816031 -0.2206429596676472 0.7835087073390973 2000.0 0.1070701459355501 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True True estimable 0.4424242424242424 -0.3500431034482758 0.9048351648351644 2000.0 0.7180211998216816 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_114 N_62 T_NK T_NK GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True True estimable 0.6133064516129033 0.2720908294867311 0.8255903253314673 2000.0 0.0494570501516013 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable 0.6397058823529412 0.1639838303230702 0.8962962962962963 2000.0 0.097935744431826 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True False estimable 0.3136179032920158 -0.3110572434101846 0.759143839087565 2000.0 0.1141234214454331 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True False estimable 0.1076923076923077 -0.5148211987497702 0.7631053225675236 2000.0 0.1530929620394356 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True False estimable -0.3571428571428571 -0.7251356238698011 0.1627141125506715 2000.0 0.0727906764580235 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable 0.0623895942330388 -0.481597903499204 0.5750022792496289 2000.0 0.0918248787248467 6.0 4.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True False estimable 0.2549019607843137 -0.3298327525599209 0.7158332736052752 2000.0 0.0980170790147337 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True False estimable 0.4666666666666666 -0.2467532467532467 0.7987421383647799 2000.0 0.1507972410565706 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True False estimable 0.0699300699300699 -0.5254276704769413 0.7384312416555401 2000.0 0.1754194388550458 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True False estimable -0.1320595978449263 -0.4104220556800109 0.1738514431757304 2000.0 0.0246481191196713 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True False estimable -0.5181818181818182 -0.9439252336448598 0.1827978971962611 2000.0 0.3786841829957883 1.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True False estimable -0.2967032967032967 -1.0 0.4027068961902162 2000.0 1.8829618043110947 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True False estimable 0.2628458498023716 -0.1968290604115002 0.5982104878208317 2000.0 0.0496921455269851 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True False estimable 0.3212121212121211 -0.4969339622641509 0.9215686274509804 2000.0 0.8689918735824578 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True False estimable -0.0909090909090909 -0.7314487632508834 0.641596028569186 2000.0 0.2152311890078389 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True False estimable 0.2181818181818182 -0.744283457458813 0.8333333333333334 2000.0 0.4853721578095387 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True False estimable 0.0964285714285714 -0.4036856414613424 0.6014499438472646 2000.0 0.0801660841673637 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True False estimable -0.5315095895586142 -0.93539089090908 0.2294495712930283 2000.0 0.298063959567476 4.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_176 N_243 B_Plasma Myeloid GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True False estimable -0.1001246088480515 -0.4484266966565353 0.3248728323084233 2000.0 0.0422403919969151 13.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable -0.0748007498043834 -0.5513800912911344 0.4144012148075186 2000.0 0.0717356619863153 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True False estimable 0.5419537451625185 -0.0455572488735754 0.9002860535871644 2000.0 0.1452689561855389 2.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True False estimable 0.5824175824175825 -0.0068539325842696 0.87956288036515 2000.0 0.1603818579645435 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True False estimable 0.1684598634421736 -0.4525796737266164 0.6291719960856994 2000.0 0.0932055605669933 1.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable 0.5317912680256347 -0.0193829776985103 0.8701864429563149 2000.0 0.1136148798475495 8.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True False estimable 0.2626029956262057 -0.2291175636856543 0.7100780582547765 2000.0 0.0758273181650713 7.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True False estimable 0.3454545454545454 -0.4591194968553459 0.9874213836477987 2000.0 1.4449924964160692 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True False estimable -0.3146853146853147 -0.6797784946951808 0.3738317757009345 2000.0 0.0900817757080723 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True False estimable -0.0597606318237829 -0.3398655623255932 0.2195240206853453 2000.0 0.0231569347383587 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True False estimable -0.0418717894679311 -0.7608640585420771 0.7067110131490411 2000.0 0.2301235182916308 4.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True False estimable 0.2375726866472268 -0.3719182583757335 0.8680636076970805 2000.0 0.7776479174081284 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True False estimable 0.0079051383399209 -0.3925218390405695 0.405301328974927 2000.0 0.0444075399627182 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True False estimable -0.1393939393939393 -0.8076923076923077 0.6477987421383647 2000.0 0.3584572622403202 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True False estimable -0.2167832167832168 -0.7048241805947472 0.3858384536610336 2000.0 0.1071939653803446 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True False estimable -0.4363636363636364 -0.914691943127962 0.3175410816317491 2000.0 0.3256114820876869 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True False estimable -0.0679178108557223 -0.6856075944401265 0.5305185626451013 2000.0 0.1314803733676877 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True False estimable 0.683349073208448 0.5254270830780441 0.820412654142367 1786.0 0.0436790907906644 8.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_177 N_234 B_Plasma Myeloid GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True False estimable 0.1597405191677223 -0.2373326335628791 0.5152398204319042 2000.0 0.0444946431614733 16.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.7410745035042539 0.3869165774151455 0.9292110946113636 2000.0 0.0929082602879936 0.0 4.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True True estimable 0.6648351648351648 0.1675164563265433 0.9213483146067416 2000.0 0.1339574752514315 1.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True True estimable 0.4681318681318682 -0.1046770601336302 0.8333520179372197 2000.0 0.1058056083035218 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True True estimable 0.1218645820645511 -0.4575385713955126 0.6382635209864982 2000.0 0.098573013377821 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.4913529554908999 -0.0194135417405065 0.7740512497616644 2000.0 0.0735788858681105 0.0 5.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True True estimable 0.0103252466005512 -0.5553491192358372 0.5087386890937636 2000.0 0.0971706801365268 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True True estimable 0.717845449393623 0.1442895813794966 0.986206896551724 2000.0 0.816804197665056 1.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True True estimable 0.1608391608391608 -0.4388720956008302 0.7757270158661159 2000.0 0.1750410296706623 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True True estimable 0.2852797855792047 -0.0276242096395489 0.5427233715247283 2000.0 0.0257730633221032 0.0 6.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True True estimable 0.3909090909090909 -0.3934590353522755 0.9439252336448598 2000.0 0.9832191615740932 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True True estimable 0.6978021978021978 -0.5791611842105263 0.989483264321105 2000.0 1.2472747075376551 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True True estimable 0.1976772978558675 -0.2603322846591536 0.5770626275786107 2000.0 0.0552570944321449 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True True estimable 0.1533857797849622 -0.5698619080737365 0.7290479360808966 2000.0 0.1586230649660452 0.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True True estimable 0.3636363636363637 -0.3066949645615148 0.7664323850300482 2000.0 0.1161963721771685 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True True estimable 0.6272727272727273 -0.0096153846153846 0.9439382139148492 2000.0 0.8278824178672607 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True True estimable -0.3413763650906046 -0.7785025889964491 0.2268952694705276 2000.0 0.1056276641080219 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True True estimable -0.0666666666666666 -0.7647058823529411 0.872911562959332 2000.0 0.5728977665224367 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_234 N_238 Myeloid Myeloid GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True True estimable 0.7028934404104918 0.4647949913525412 0.8469953095249153 2000.0 0.0362401898870058 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable 0.1935918420135904 -0.3832258074777272 0.7222238735919896 2000.0 0.1033648547792908 4.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True False estimable -0.2857142857142857 -0.7486208586856725 0.3632310702900603 2000.0 0.1170302070019261 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True False estimable 0.1912087912087912 -0.42546977124183 0.7758097773862908 2000.0 0.1397130206115963 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True False estimable 0.075 -0.5084401752341143 0.6838475063938618 2000.0 0.1213214014251785 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True False estimable 0.3583091031769281 -0.128001681258773 0.7037483841811161 2000.0 0.0716513703621285 5.0 4.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True False estimable -0.0061951479603307 -0.5739416232808414 0.5419797138579093 2000.0 0.1039531510846796 2.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True False estimable 0.1901983669333531 -0.6092184359195357 0.8065434871376066 2000.0 0.4236135681061874 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True False estimable 0.5034965034965035 -0.336605458294941 0.8624599113048396 2000.0 0.2171797978856872 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True False estimable 0.0447668145719414 -0.2525088976031807 0.3367106904662093 2000.0 0.0228459857813332 6.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True False estimable -0.4272727272727273 -0.800994593151325 0.1760626614987072 2000.0 0.1001392582262083 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True False estimable 0.4264103071075653 -0.2767788305686789 0.6951376495016428 2000.0 0.3492683836801653 0.0 2.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True False estimable 0.5772177097391332 0.1701094275926662 0.8200089820359281 2000.0 0.0621496208692206 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True False estimable -0.1043023302537743 -0.8268994547249134 0.620253164556962 2000.0 0.2587958724155804 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True False estimable -0.0699300699300699 -0.6929116008105369 0.6404776287704883 2000.0 0.1578945647098786 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True False estimable -0.009090909090909 -0.6113744075829384 0.69017704356983 2000.0 0.1872843318764419 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True False estimable 0.4378911489382101 -0.226883436294953 0.903419739442044 2000.0 0.2235701669676976 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True False estimable -0.1636363636363636 -0.7393628657369428 0.6051779430760318 2000.0 0.2504540719811353 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True False insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_238 N_44 Myeloid T_NK GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True False estimable -0.1419497940473282 -0.4923221356237774 0.2245652473859709 2000.0 0.0368854709473304 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.3382352941176471 -0.2243114855165814 0.7913043478260869 2000.0 0.1048177351997338 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True True estimable 0.1373626373626373 -0.4644073042401733 0.7571131842567533 2000.0 0.1778571683244934 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True True estimable 0.3802197802197802 -0.1448118173443874 0.7589598820297347 2000.0 0.0863461947818158 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True True estimable 0.5964285714285712 0.104943694713643 0.8838580519391013 2000.0 0.1027537878392303 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable 0.5982917953106264 0.1775129981761795 0.8421858136130249 2000.0 0.0713087788463615 3.0 7.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True True estimable 0.5760095049992482 0.0855314219596132 0.864670986003468 2000.0 0.0968644316896939 0.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True True estimable 0.4424242424242424 -0.3584905660377358 0.8846153846153846 2000.0 0.3200969953718808 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True True estimable 0.9020979020979022 0.5955462675366366 0.9929078014184396 2000.0 1.245191257490444 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True True estimable 0.5080467882566831 0.2283531698872334 0.7424081900202438 2000.0 0.0337247463308221 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True True estimable 0.2363636363636363 -0.4787875008503594 0.848522727272727 2000.0 0.4167963097063923 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True True estimable 0.7472527472527472 0.2856694185211773 1.0 2000.0 2.2633850972253486 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True True estimable 0.4762845849802372 0.0358799401197604 0.7790384061569015 2000.0 0.0677415344420934 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True True estimable 0.4787878787878787 -0.2452830188679245 0.8867924528301887 2000.0 0.206500445727754 0.0 1.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True True estimable 0.3496503496503497 -0.3431769943573018 0.8169002695417786 2000.0 0.1447041864717751 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True True estimable 0.1545454545454545 -0.58338133640553 0.7681159420289855 2000.0 0.2576110047266405 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True True estimable 0.2607142857142857 -0.4557345966855219 0.7345574987625804 2000.0 0.1327797431258352 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True True estimable 0.9151515151515152 0.6515725806451613 1.0 2000.0 2.9555507053426853 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_37 N_43 T_NK T_NK GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True True estimable 0.5995967741935484 0.2678089486713594 0.8194351732991014 2000.0 0.0488626578797517 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable -0.1446078431372549 -0.6089244372198414 0.4243433035172217 2000.0 0.0848579662636254 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True True estimable 0.2032967032967032 -0.4957983193277311 0.8510863371136416 2000.0 0.2087636569884241 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True True estimable 0.5340659340659341 -0.1087214424295216 0.8926234419942474 2000.0 0.1482207628257867 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True True estimable -0.0857142857142857 -0.6550930824348757 0.4488837010153728 2000.0 0.1005022341034427 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable -0.2429146043100466 -0.6807441347225591 0.3831037359784925 2000.0 0.0993584070539121 4.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True True estimable 0.0216718266253869 -0.5111676454026225 0.4821842690818775 2000.0 0.0723030917135632 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True True estimable 0.5393939393939393 -0.1267196083114401 0.925925925925926 2000.0 0.7415392694480558 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True True estimable 0.2237762237762237 -0.5046728971962616 0.82472156155171 2000.0 0.2107421791574585 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True True estimable -0.1653278332609639 -0.4257489982931881 0.134401082782044 2000.0 0.0217246002669782 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True True estimable 0.7454545454545456 0.209652382037839 0.9722222222222222 2000.0 0.5861672907239478 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True True estimable 0.5421900064192553 0.1555394291243348 1.0 2000.0 1.7640015149875523 2.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True True estimable 0.6294466403162056 0.2412885065863001 0.8671345254845004 2000.0 0.0755025030192618 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True True estimable -0.3333333333333332 -0.776432022084196 0.3752403846153833 2000.0 0.1653568231098892 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True True estimable 0.4475524475524475 -0.2221237911025145 0.8863676660219213 2000.0 0.290881012060673 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True True estimable 0.4636363636363637 -0.2897196261682243 0.914702003040329 2000.0 0.3094437087594758 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True True estimable 0.0 -0.6509407114624506 0.5722190318261826 2000.0 0.167182570482227 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True True estimable 0.4424242424242424 -0.4117647058823529 0.9240625746357772 2000.0 0.5070981407693927 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_44 N_62 T_NK T_NK GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True True estimable -0.0931451612903226 -0.4397524313582608 0.283172907868948 2000.0 0.0383392232944553 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor primary_tumor 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK CXG_b252b015_b488_4d5c_b16e_968c13e48a2c malignant ovarian serous tumor tumor_stage_unspecified 治疗前（原研究明确该分支） 2 1 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE127465 Non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable -0.1442690797171343 -0.6473529200942778 0.4527342947532765 2000.0 0.1002459554125351 4.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE131907 Lung cancer metastatic_tumor 待核实 13 13 13 True True estimable 0.0109890109890109 -0.5988825214899713 0.6217954719722344 2000.0 0.123302166525316 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE131907 Lung cancer tumor_stage_unspecified 待核实 14 14 14 True True estimable 0.4461538461538462 -0.2 0.9189234740358336 2000.0 0.3119361730536312 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE132465 Colorectal cancer tumor_stage_unspecified 待核实 15 15 15 True True estimable -0.2035714285714285 -0.6594356867678277 0.330951938550359 2000.0 0.0797802682503364 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE138709 Intrahepatic cholangiocarcinoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE139829 Uveal melanoma metastatic_tumor 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE139829 Uveal melanoma tumor_stage_unspecified 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE148071 Advanced non-small cell lung cancer tumor_stage_unspecified 待核实 17 17 0 True True estimable -0.0659613631939127 -0.5620767299008883 0.4203620711431614 1998.0 0.0761178351047724 11.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE152048 Osteosarcoma tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE155698 Pancreatic ductal adenocarcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE161529 Breast cancer involved_lymph_node 待核实 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE161529 Breast cancer primary_tumor 待核实 18 17 18 True True estimable 0.3044375644994839 -0.25176837451646 0.7854623323991459 2000.0 0.1087870728832094 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE162025 Nasopharyngeal carcinoma tumor_stage_unspecified 待核实 10 10 10 True True estimable 0.4787878787878787 -0.3793103448275862 0.8987341772151899 2000.0 0.3575195455666263 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE163558 Gastric cancer metastatic_tumor 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE163558 Gastric cancer tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE166555 CRC primary_tumor 原文此前未治疗病例的手术取样；非免疫治疗队列资格声明 12 11 12 True True estimable 0.1888111888111888 -0.5188905766975802 0.7592592592592593 2000.0 0.1575559932180611 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE178341 Colorectal cancer primary_tumor 治疗前（原研究明确该分支） 48 45 48 True True estimable 0.6039112108076515 0.4127877166331761 0.7459534281083401 2000.0 0.0183902398566595 13.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE178481 Clear cell renal cell carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 11 11 0 True True estimable 0.5636363636363637 -0.1705125323142632 0.914702003040329 2000.0 0.2871576150710999 0.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE179994 Lung cancer tumor_stage_unspecified 治疗前（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE182109 Glioblastoma tumor_stage_unspecified 待核实 13 8 13 True True estimable 0.9604753614209168 0.7413356072232965 1.0 1995.0 4.290344043739358 5.0 3.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE183904 Gastric cancer tumor_stage_unspecified 待核实 23 23 0 True True estimable 0.6039041449496754 0.2976022068817512 0.8193393874903692 2000.0 0.0475488969354847 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 待核实 2 2 2 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma metastatic_tumor 治疗前/未治疗（GSM） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE184362 Papillary thyroid carcinoma tumor_stage_unspecified 治疗前/未治疗（GSM） 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE184880 High-grade serous ovarian cancer tumor_stage_unspecified 待核实 5 5 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE188711 Left/right CRC tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE189357 Lung cancer tumor_stage_unspecified 治疗前（原研究明确该分支） 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE189889 acral_melanoma metastatic_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE189889 acral_melanoma primary_tumor 待核实；作者样本键不用于猜测治疗阶段 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE197461 Cervical SCC/adenocarcinoma tumor_stage_unspecified 待核实 7 7 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE200997 CRC primary_tumor 未治疗队列（原作者GEO总体设计；不据数字库号推定患者桥） 10 10 0 True True estimable 0.7212121212121211 0.0943396226415094 0.9620253164556962 2000.0 0.6251409682099972 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE201347 Gastric cancer tumor_stage_unspecified 治疗前（原文GC单细胞队列明确） 12 12 0 True True estimable 0.7902097902097903 0.4254808056333762 0.970916939175932 2000.0 0.4132384502839357 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE222315 Bladder cancer tumor_stage_unspecified 待核实 6 6 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE228501 Seminoma tumor_stage_unspecified 待核实 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE253013 LUAD primary_tumor 原文cohort A为此前未治疗的手术队列；作者PriorTreatment字段缺失单独保留 11 3 11 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE256136 Pancreatic neuroendocrine tumor tumor_stage_unspecified 治疗前/未治疗（GSM） 8 8 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE256326 RMC metastatic_tumor nivolumab+ipilimumab进展后 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE256326 RMC primary_tumor nivolumab+ipilimumab开始前基线（不等同既往未治疗） 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE273127 Esophageal cancer tumor_stage_unspecified 待核实 11 11 0 True True estimable -0.0727272727272727 -0.6261682242990654 0.6244131455399061 2000.0 0.165714687640958 1.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE274229 Prostate cancer metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE274229 Prostate cancer tumor_stage_unspecified 待核实 15 15 0 True True estimable 0.409294175946327 -0.0833390108525777 0.7789954988599732 2000.0 0.0845000749515188 2.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE274934 ALK-positive/negative LUAD tumor_stage_unspecified 待核实 9 9 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE288479 Part-solid LUAD primary_tumor 待核实 8 4 8 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE294109 ccRCC metastatic_tumor 待核实 1 1 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 待核实 10 10 0 True True estimable 0.766928898924811 0.1297483766233766 0.9424819839382048 2000.0 0.1659259466885613 3.0 0.0 Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE294109 ccRCC tumor_stage_unspecified 治疗/干预前 3 3 0 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT1：原作者第一放疗中取样时点 1 1 1 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE297041 CESC primary_tumor onRT2：原作者第二放疗中取样时点 3 3 3 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE297041 CESC primary_tumor preRT：放疗前；不自动等于所有既往治疗均无 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE299340 HCC tumor_stage_unspecified 待核实 5 5 5 True True insufficient_units_or_candidate_blocks Immune_T_NK_B_Plasma_Myeloid__CT_identity_cluster N_55 N_62 T_NK T_NK GSE305078 TNBC tumor_stage_unspecified 治疗前（原研究明确该分支） 31 31 0 True True estimable 0.6347414086093598 0.3404051562917445 0.8313307063160115 2000.0 0.0483712625786084 2.0 0.0