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E-GEOD-74667 GSE74667 transcription profiling by array Homo sapiens

Integrated molecular pathway analysis informs a synergistic combination therapy targeting PTEN/PI3K and EGFR pathways for basal-like breast cancer

·发布 2016年8月21日 ·更新 2016年9月12日
190
样本数
95
实验数
1
芯片平台
1
相关文献
实验描述

Abstract BACKGROUND: The basal-like breast cancer (BLBC) subtype is characterized by positive staining for basal mammary epithelial cytokeratin markers, lack of hormone receptor and HER2 expression, and poor prognosis with currently no approved molecularly-targeted therapies. The oncogenic signaling pathways driving basal-like tumorigenesis are not fully elucidated. METHODS: One hundred sixteen unselected breast tumors were subjected to integrated analysis of phosphoinositide 3-kinase (PI3K) pathway related molecular aberrations by immunohistochemistry, mutation analysis, and gene expression profiling. Incidence and relationships between molecular biomarkers were characterized. Findings for select biomarkers were validated in an independent series. Synergistic cell killing in vitro and in vivo tumor therapy was investigated in breast cancer cell lines and mouse xenograft models, respectively. RESULTS: Sixty-four % of cases had an oncogenic alteration to PIK3CA, PTEN, or INPP4B; when including upstream kinases HER2 and EGFR, 75 % of cases had one or more aberration including 97 % of estrogen receptor (ER)-negative tumors. PTEN-loss was significantly associated to stathmin and EGFR overexpression, positivity for the BLBC markers cytokeratin 5/14, and the BLBC molecular subtype by gene expression profiling, informing a potential therapeutic combination targeting these pathways in BLBC. Combination treatment of BLBC cell lines with the EGFR-inhibitor gefitinib plus the PI3K pathway inhibitor LY294002 was synergistic, and correspondingly, in an in vivo BLBC xenograft mouse model, gefitinib plus PI3K-inhibitor PWT-458 was more effective than either monotherapy and caused tumor regression. CONCLUSIONS: Our study emphasizes the importance of PI3K/PTEN pathway activity in ER-negative and basal-like breast cancer and supports the future clinical evaluation of combining EGFR and PI3K pathway inhibitors for the treatment of BLBC. Gene expression profiles were generated for 95 breast tumors using Agilent Human 44K v5 microarrays following the manufacturer protocol. Stratagene Universal Human Reference RNA was used as the common control sample.

参考文献
Integrated molecular pathway analysis informs a synergistic combination therapy targeting PTEN/PI3K and EGFR pathways for basal-like breast cancer.
She QB, Gruvberger-Saal SK, Maurer M, Chen Y, Jumppanen M, Su T, Dendy M, Lau YK, Memeo L, Horlings HM, van de Vijver MJ, Isola J, Hibshoosh H, Rosen N, Parsons R, Saal LH
PMID: 27484095
芯片平台
A-AGIL-28
Agilent Whole Human Genome Microarray 4x44K 014850 G4112F (85 cols x 532 rows)(95 例)
样本属性
age at dx
30, 33, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 73, 76, 78, 80, 81, 82, 87, 89
ck5 14
., CK5 14 negative, CK5 14 positive
egfr ihc
., EGFR ihc negative, EGFR ihc positive
er
ER negative, ER positive
grade
1, 2, 3
her2 status
., HER2 negative, HER2 positive
hu basal
-0.0184581, -0.0385106, -0.0517369, -0.0542842, -0.0544229, -0.0596816, -0.0645619, -0.0795926, -0.0803929, -0.0826485, -0.0898827, -0.097911, -0.0996736, -0.106, -0.107657, -0.139838, -0.149067, -0.152445, -0.1899, -0.197036, -0.204499, -0.211313, -0.237072, -0.237294, -0.246362, -0.258977, -0.262259, -0.264285, -0.265959, -0.26843, -0.272912, -0.275778, -0.28225, -0.283428, -0.287247, -0.288146, -0.295618, -0.30472, -0.311756, -0.317075, -0.329614, -0.333923, -0.348628, -0.354184, -0.357106, -0.38089, -0.397215, -0.39722, -0.409663, -0.435764, -0.443509, -0.445243, -0.445776, -0.457522, -0.461431, -0.481633, -0.483446, -0.495511, -0.499849, -0.53024, -0.548462, 0.00661822, 0.0126506, 0.014035, 0.0276654, 0.0656845, 0.0741072, 0.104456, 0.116631, 0.118599, 0.128907, 0.161991, 0.191229, 0.256887, 0.284743, 0.32714, 0.345398, 0.363763, 0.399011, 0.405813, 0.431769, 0.435986, 0.456826, 0.468976, 0.478853, 0.504058, 0.519684, 0.526414, 0.584297, 0.58704, 0.592782, 0.613177, 0.621098, 0.649333, 0.712995
hu best correlation
0.0151744, 0.0171803, 0.072345, 0.116631, 0.134276, 0.150603, 0.156134, 0.157952, 0.161298, 0.161991, 0.191173, 0.191229, 0.193232, 0.204074, 0.216284, 0.220656, 0.225266, 0.230749, 0.237994, 0.250235, 0.252801, 0.25496, 0.256887, 0.262057, 0.277331, 0.279159, 0.282018, 0.28432, 0.284743, 0.285691, 0.290351, 0.299203, 0.302019, 0.304389, 0.308615, 0.309122, 0.315298, 0.319702, 0.325623, 0.331451, 0.341995, 0.345398, 0.349331, 0.350242, 0.360788, 0.362736, 0.363763, 0.371573, 0.375137, 0.378299, 0.388006, 0.40337, 0.405813, 0.408063, 0.4087, 0.41879, 0.424656, 0.429035, 0.429812, 0.431769, 0.435383, 0.435986, 0.439569, 0.446149, 0.448872, 0.456826, 0.468976, 0.472304, 0.472769, 0.47419, 0.478853, 0.479362, 0.483973, 0.485245, 0.494887, 0.499956, 0.504058, 0.511187, 0.519684, 0.526414, 0.539479, 0.543194, 0.54952, 0.557807, 0.573315, 0.584297, 0.58704, 0.591999, 0.592782, 0.613177, 0.621098, 0.636598, 0.649333, 0.6903, 0.712995
hu her2
-0.0065832, -0.00920533, -0.0114548, -0.0125083, -0.0125731, -0.0126512, -0.0180463, -0.0194483, -0.0199297, -0.0250079, -0.0288185, -0.0288414, -0.0317475, -0.0349793, -0.0349968, -0.0361238, -0.0421087, -0.048933, -0.0495922, -0.0510822, -0.0565264, -0.0591422, -0.060442, -0.0619302, -0.0633682, -0.0650693, -0.0685588, -0.0743095, -0.0770755, -0.0867572, -0.089496, -0.0914588, -0.0957645, -0.0991619, -0.100469, -0.100702, -0.102851, -0.108105, -0.109563, -0.109925, -0.110696, -0.112499, -0.113396, -0.114055, -0.114098, -0.125335, -0.129804, -0.133157, -0.135423, -0.14505, -0.153844, -0.171609, -0.176899, -0.181511, -0.184422, -0.185645, -0.193898, -0.19844, -0.203871, -0.216082, -0.234544, -0.236116, 0.0024339, 0.0130142, 0.0151744, 0.0305269, 0.0359899, 0.0367575, 0.0478925, 0.0497131, 0.0653468, 0.0691292, 0.0717235, 0.072345, 0.0741197, 0.0813554, 0.0840526, 0.117437, 0.118547, 0.134276, 0.148325, 0.155055, 0.159768, 0.175281, 0.18254, 0.221687, 0.308615, 0.321722, 0.324137, 0.325623, 0.41879, 0.435383, 0.472304, 0.47419, 0.557807
hu luma
-0.00680582, -0.0142871, -0.0207955, -0.047643, -0.0683811, -0.0745528, -0.0755377, -0.0895909, -0.0933759, -0.103394, -0.107335, -0.113872, -0.130159, -0.170649, -0.172119, -0.182045, -0.186114, -0.22153, -0.23301, -0.234429, -0.236587, -0.288371, -0.298195, -0.350896, -0.354881, -0.36191, -0.381777, -0.410494, -0.423494, -0.426595, -0.432004, -0.441854, -0.446137, -0.489617, -0.511931, -0.516561, -0.536747, -0.551237, -0.555162, -0.562908, -0.586528, -0.60093, 0.0235234, 0.0261334, 0.0520692, 0.0533545, 0.0659895, 0.0729287, 0.0898141, 0.125955, 0.129342, 0.136456, 0.139599, 0.156134, 0.15649, 0.187176, 0.191173, 0.205627, 0.225266, 0.230749, 0.236792, 0.279159, 0.282018, 0.285691, 0.302019, 0.304389, 0.309122, 0.315298, 0.319702, 0.323956, 0.341995, 0.349331, 0.350652, 0.360788, 0.371573, 0.378299, 0.390024, 0.40337, 0.4087, 0.424656, 0.429035, 0.429812, 0.439569, 0.448872, 0.472769, 0.483973, 0.494887, 0.499956, 0.511187, 0.539479, 0.543194, 0.54952, 0.573315, 0.591999
hu lumb
-0.000291865, -0.00155948, -0.0185785, -0.0206186, -0.0230247, -0.027497, -0.0295476, -0.0371974, -0.0383854, -0.0416704, -0.0429835, -0.0669712, -0.0776291, -0.107203, -0.109734, -0.114609, -0.123581, -0.137872, -0.168497, -0.177692, -0.179298, -0.180981, -0.186438, -0.187102, -0.194883, -0.211643, -0.213068, -0.216224, -0.223223, -0.249986, -0.257389, -0.259272, -0.265325, -0.272797, -0.288849, -0.301045, -0.301951, -0.305703, -0.328028, -0.348094, -0.382584, -0.385656, -0.443491, 0.000903675, 0.00784806, 0.0100848, 0.0113331, 0.0171803, 0.0237345, 0.0350672, 0.0712761, 0.0814391, 0.0867188, 0.0878898, 0.0916852, 0.100052, 0.105349, 0.105571, 0.112028, 0.119231, 0.12731, 0.128428, 0.130915, 0.136157, 0.13876, 0.150603, 0.157209, 0.157952, 0.165871, 0.173532, 0.192072, 0.193232, 0.204074, 0.217402, 0.227646, 0.234842, 0.237994, 0.25496, 0.261884, 0.262057, 0.273751, 0.277331, 0.28432, 0.290351, 0.293326, 0.299203, 0.309445, 0.31676, 0.331451, 0.355693, 0.362736, 0.375137, 0.418736, 0.446149, 0.485245
hu normal
-0.000877675, -0.00352854, -0.00807714, -0.0129444, -0.0291876, -0.0296897, -0.0358137, -0.0379482, -0.0591566, -0.0610009, -0.0624314, -0.0642611, -0.065153, -0.0659459, -0.0660753, -0.0724534, -0.0730448, -0.0734625, -0.0785238, -0.0833868, -0.092134, -0.102235, -0.102396, -0.108076, -0.110407, -0.120621, -0.127992, -0.129687, -0.138518, -0.148032, -0.148273, -0.150151, -0.151607, -0.159723, -0.16435, -0.173293, -0.176486, -0.182989, -0.192186, -0.192537, -0.195412, -0.200353, -0.211149, -0.214089, -0.21655, -0.217993, -0.222403, -0.224788, -0.225229, -0.228718, -0.285545, -0.289561, -0.311163, -0.341068, -0.366298, 0.0117477, 0.0121058, 0.0238081, 0.0254413, 0.0256551, 0.0268964, 0.0284375, 0.0386173, 0.0498567, 0.0546169, 0.0558386, 0.0800855, 0.0891927, 0.101167, 0.10827, 0.113441, 0.161298, 0.16845, 0.198946, 0.20546, 0.216284, 0.220656, 0.234183, 0.243286, 0.247806, 0.250235, 0.252801, 0.253396, 0.279084, 0.288309, 0.291584, 0.316655, 0.316772, 0.350242, 0.388006, 0.401885, 0.408063, 0.479362, 0.636598, 0.6903
hu subtype best
basal, Her2, LumA, LumB, normal
inpp4b mrna
., INPP4B high, INPP4B low
ki67 ihc
., Ki67 high, Ki67 low
ln status
., LNode negative, LNode positive
organism
Homo sapiens
pik3ca aa
., C420R, E418K / H1047L, E542K, E545K, G1049R, H1047R, H1047Y, M1043V, Q60K
pik3ca mutant
PIK3CA mutant, PIK3CA wildtype
pr
PR negative, PR positive
pten ihc
., PTEN ihc negative, PTEN ihc positive
pten mutant
., PTEN mutant, PTEN wildtype
ptensig class abs0.2
PTEN good, PTEN poor, unclassified
ptensig good
-0.0196436, -0.0196745, -0.0409652, -0.0505419, -0.0688364, -0.070133, -0.106484, -0.107343, -0.111935, -0.11281, -0.115771, -0.119658, -0.137018, -0.14759, -0.182798, -0.183262, -0.186933, -0.194253, -0.204878, -0.229478, -0.25247, -0.261862, -0.266284, -0.326882, -0.345214, -0.360653, -0.365006, -0.367044, -0.375295, -0.410162, -0.437701, -0.442451, -0.479673, -0.493112, -0.501934, -0.509487, -0.554775, -0.587347, -0.597664, -0.627254, -0.643755, -0.66028, -0.675493, -0.70015, 0.0294344, 0.0378616, 0.0398342, 0.0417205, 0.0609028, 0.06716, 0.0755978, 0.079168, 0.0939229, 0.112801, 0.113715, 0.11478, 0.135626, 0.13896, 0.153106, 0.178445, 0.178814, 0.244084, 0.255812, 0.27269, 0.278357, 0.280627, 0.297911, 0.301938, 0.308656, 0.326817, 0.330172, 0.35766, 0.359956, 0.374611, 0.403303, 0.421065, 0.431796, 0.43993, 0.443771, 0.445623, 0.452491, 0.463011, 0.474582, 0.485401, 0.486261, 0.496668, 0.521279, 0.554679, 0.558766, 0.583972, 0.584812, 0.599808, 0.649471, 0.676604, 0.68574
ptensig poor
-0.0253524, -0.0366663, -0.0479032, -0.0480459, -0.0603314, -0.0629228, -0.0794261, -0.0840508, -0.100118, -0.116141, -0.118265, -0.1221, -0.147458, -0.149731, -0.150852, -0.177094, -0.180194, -0.253138, -0.255089, -0.277427, -0.286828, -0.287452, -0.302115, -0.307362, -0.309361, -0.334693, -0.340112, -0.365665, -0.368201, -0.379518, -0.403702, -0.42629, -0.435463, -0.439637, -0.442563, -0.447339, -0.457891, -0.46305, -0.471198, -0.487225, -0.488995, -0.495089, -0.524822, -0.556403, -0.561416, -0.579027, -0.587289, -0.601078, -0.65094, -0.674123, -0.682916, 0.0189673, 0.0212429, 0.0516778, 0.0573967, 0.0605598, 0.0611699, 0.106361, 0.113329, 0.116722, 0.117335, 0.122972, 0.127246, 0.145906, 0.154345, 0.17991, 0.185124, 0.187628, 0.194634, 0.202143, 0.235346, 0.25323, 0.255548, 0.277869, 0.331585, 0.342379, 0.361081, 0.372416, 0.374332, 0.384857, 0.413587, 0.440738, 0.44455, 0.491575, 0.499337, 0.504858, 0.514787, 0.552681, 0.589923, 0.607043, 0.632146, 0.645692, 0.665003, 0.679343, 0.697451
ptensig score
-0.0547868, -0.0765005, -0.0857648, -0.0897664, -0.123826, -0.127491, -0.155024, -0.163219, -0.194041, -0.228942, -0.233045, -0.235815, -0.283084, -0.289812, -0.302837, -0.355539, -0.359008, -0.497222, -0.510901, -0.550117, -0.565185, -0.568079, -0.604053, -0.605273, -0.618017, -0.66151, -0.670284, -0.723325, -0.728157, -0.754129, -0.807005, -0.847355, -0.871433, -0.879234, -0.882493, -0.892962, -0.910382, -0.926061, -0.94578, -0.973486, -0.974396, -0.991757, -1.0461, -1.11517, -1.1161, -1.163, -1.1721, -1.20089, -1.30041, -1.35073, -1.36866, 0.0386418, 0.0408865, 0.092643, 0.111102, 0.126233, 0.131303, 0.219171, 0.223819, 0.224065, 0.225264, 0.238743, 0.246904, 0.282924, 0.301935, 0.366843, 0.367922, 0.37089, 0.396396, 0.399512, 0.464824, 0.5057, 0.51741, 0.544153, 0.658467, 0.687593, 0.721734, 0.739338, 0.73946, 0.760152, 0.823749, 0.878439, 0.887001, 0.971248, 0.99797, 1.00127, 1.02427, 1.10746, 1.17727, 1.20471, 1.2594, 1.28945, 1.32528, 1.35484, 1.3976
sample type
Stratagene Universal Human Reference RNA
spf status
., 0, 1, 2
stathmin ihc score
., 0, 1, 10, 11, 12, 2, 3, 4, 5, 6, 7, 8, 9
tp53 mutant
., TP53 mutant, TP53 wildtype
tumor size
., 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 24, 25, 26, 27, 28, 30, 32, 33, 34, 35, 38, 40, 45, 47, 50, 52, 6, 60, 65, 66, 7, 70, 72, 80
实验信息
登记号
E-GEOD-74667
GEO 编号
GSE74667
实验类型
transcription profiling by array
物种
Homo sapiens
发布日期
2016年8月21日
更新日期
2016年9月12日
提交者
Tao Su、 Matthew Maurer、 Ying-Ka I Lau、 Qing-Bai She、 Lao H Saal、 Mervi Jumppanen、 Lao H Saal、 Yilun Chen、 Meaghan Dendy、 Hugo M Horlings、 Hanina Hibshoosh、 Sofia K Gruvberger-Saal、 Ramon Parsons、 Lorenzo Memeo、 Neal Rosen、 Jorma Isola、 Marc J van de Vijver
分析服务
分析服务

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