<HashMap><database>GEO</database><file_versions><headers><Content-Type>application/xml</Content-Type></headers><body><files><Other>ftp://ftp.ncbi.nlm.nih.gov/geo/series/GSE317nnn/GSE317378/</Other></files><type>primary</type></body><statusCode>OK</statusCode><statusCodeValue>200</statusCodeValue></file_versions><scores/><additional><omics_type>Methylation profiling</omics_type><species>Homo sapiens</species><gds_type>Methylation profiling by genome tiling array</gds_type><full_dataset_link>https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE317378</full_dataset_link><repository>GEO</repository><entry_type>GSE</entry_type></additional><is_claimable>false</is_claimable><name>Integrated biomarker and treatment correlates of prognosis in infant medulloblastoma: Multi-national retrospective cohort studies</name><description>This dataset spans two studies which investigate the clinico-pathology and molecular features of infant medulloblastoma, defined as children aged &lt;5 years at diagnosis. Both abstracts follow. Background Infant medulloblastoma (iMB; &lt;3-5-years old at diagnosis) is a major challenge in paediatric oncology. The favourable-risk SHH iMB molecular group with desmoplastic histology (40% of iMB) is commonly spared upfront craniospinal irradiation (CSI) to avoid neurocognitive side-effects. However, clinical studies of the remaining non-WNT/non-SHH iMB group (~60% of iMBs) have not been undertaken, and it is currently considered uniformly high-risk. Understanding the potential for its biological subclassification and clinical stratification is an essential goal towards improved outcomes. This study therefore aimed to directly compare different therapeutic approaches in non-WNT/non-SHH iMB and determine relationships between outcomes and clinico-molecular features. Methods We assembled a global cohort of non-WNT/non-SHH iMBs (n=375). Inclusion criteria was a principal non-WNT/non-SHH MB classification (Group 3 or Group 4); confidence score >0.8) using DNA methylation array-based classification. The survival cohort (n=313) was defined by availability of complete progression-free (PFS) and overall (OS) survival data. Using these cohorts, we characterised their molecular pathology, treatments received, and relationships to outcomes, principally PFS. Findings The total collected cohort (n=375) comprised 262 males and 110 females, with a median age of 3.0 (IQR 2.53-4.0) years. Molecular group 3 tumours (iMBGrp3) predominated (n=246, 66%), primarily molecular subgroups 2 (n=75; 32%), 3 (n=46; 19%) and 4 (n=98; 42%). Regimens incorporating upfront CSI were most common (54% of patients); such patients had significantly better PFS than those treated with focal or no radiotherapy (5-year PFS; CSI, 57.9%; Focal-radiotherapy, 35.3%; No radiotherapy, 26.8%; p&lt;0.001), and equivalent PFS to CSI-treated non-infant patients. Upfront chemotherapy -only approaches were used in 33% (66/199) of iMBGrp3; high-dose (HIGH-DOSE) chemotherapy produced better survival rates (45.7%, 5-year PFS) than intraventricular methotrexate-based (21.1%, 5-year PFS) or standard-dose (11%, 2-year PFS) chemotherapy (p=0.003). Subgroup 4 represents a novel chemo-sensitive iMB group, with 64.3% 5-year PFS using high-dose -chemotherapy-only and with evidence of rescue post-relapse. MYC-amplified iMBGrp3 ( subgroup2/3) have dismal prognosis (0% 2-year overall survival (OS)), with rapid progression regardless of treatment. Remaining subgroup 2/3 patients treated with Chemotherapy-only had 30% 5-year PFS, showed some evidence of post-relapse rescue, and could be randomised to test alternative therapeutic strategies. Interpretation Non-WNT/non-SHH iMB outcomes are associated with specific biomarkers and therapy received. Capturing this ‘real-world’ experience identifies favourable ( subgroup 4) and very-high-risk ( subgroup 2/3-MYC) patient groups, providing a critical foundation for first biomarker-driven iMBGrp3 clinical trials. Background Medulloblastoma in infants (iMB; &lt;5 years) presents the challenge of achieving cure while minimizing deleterious cranio-spinal irradiation (CSI)-associated late-effects. Non-randomised Phase-II studies have examined upfront CSI omission and chemotherapy intensification for favourable-risk desmoplastic/nodular (DN) tumours associated with the SHH molecular group (iMBSHH). Comparison of these therapies in large molecularly-defined iMBSHH cohorts, alongside investigations of prognostic biomarkers in therapy-specific context, is urgently required to define future therapeutic strategies. Methods A multi-national cohort of molecularly and clinically-annotated iMBSHH (n=267), not previously reported in clinical trials, was assembled. We investigated molecular pathology, upfront treatments, and relationships to outcome, in this ‘real-world’ setting. Findings iMBSHH patients treated upfront with intensified chemotherapy-only regimens (n=132) based on intraventricular methotrexate (IVT-MTX; 5-year progression-free survival (PFS), 72.6%) or high-dose (HD; 73.0%) therapy, achieved (PFS) outcomes comparable to upfront CSI-based regimens (n=49; 74.0%)(p=0.51). Lower-intensity standard-dose chemotherapy-only regimens were inferior (SD; 48.4% PFS)(p=0.006). Rescue was common post-relapse after IVT-MTX/HD protocols and translated into 5-year overall survival (OS) of 85.6% and 88.6%, respectively. iMBSHH encompassed SHH-1 (38%), SHH-2 (47%) and SHH-3 (14%) WHO subgroups. In CSI-naïve iMBSHH, SD associated with worse PFS in SHH-1 (p=0.001), but not SHH-2. Non-DN/MBEN histology (21.2% of iMBSHH) conferred worse PFS in upfront CSI-treated and SD (p&lt;0.001 and p=0.003, respectively) groups. Metastatic disease only associated with prognosis with upfront IVT-MTX-only therapies (p=0.013), while established high-risk features of non-infant MBSHH (TP53-mutation, LCA-histology, MYCN-amplification) only associated with poor prognosis in older SHH-3 (7/7 relapsed). Finally, CSI-naïve PFS findings were validated in a re-evaluation of smaller historical trials cohorts. Interpretation iMBSHH outcomes and prognostic biomarkers are therapy-dependent. Non-metastatic iMBSHH treated with HD or IVT-MTX chemotherapy-only have equivalent favourable outcomes, independent of histology and subgroup. With outcomes established, clinical trials must now focus on quality-of-life following different intensified approaches, to identify kindest curative strategies.</description><dates><publication>2026/05/29</publication></dates><accession>GSE317378</accession><cross_references><GSM>GSM9470912</GSM><GSM>GSM9470911</GSM><GSM>GSM9470914</GSM><GSM>GSM9470913</GSM><GSM>GSM9470910</GSM><GSM>GSM9470919</GSM><GSM>GSM9470916</GSM><GSM>GSM9470915</GSM><GSM>GSM9470918</GSM><GSM>GSM9470917</GSM><GSM>GSM9470901</GSM><GSM>GSM9470900</GSM><GSM>GSM9470903</GSM><GSM>GSM9470902</GSM><GSM>GSM9470909</GSM><GSM>GSM9470908</GSM><GSM>GSM9470905</GSM><GSM>GSM9470904</GSM><GSM>GSM9470907</GSM><GSM>GSM9470906</GSM><GSM>GSM9470956</GSM><GSM>GSM9470955</GSM><GSM>GSM9470958</GSM><GSM>GSM9470957</GSM><GSM>GSM9471008</GSM><GSM>GSM9470952</GSM><GSM>GSM9471129</GSM><GSM>GSM9470951</GSM><GSM>GSM9471009</GSM><GSM>GSM9470954</GSM><GSM>GSM9471127</GSM><GSM>GSM9471006</GSM><GSM>GSM9470953</GSM><GSM>GSM9471128</GSM><GSM>GSM9471007</GSM><GSM>GSM9470959</GSM><GSM>GSM9471136</GSM><GSM>GSM9471015</GSM><GSM>GSM9471137</GSM><GSM>GSM9471016</GSM><GSM>GSM9471134</GSM><GSM>GSM9471013</GSM><GSM>GSM9470961</GSM><GSM>GSM9471014</GSM><GSM>GSM9470960</GSM><GSM>GSM9471135</GSM><GSM>GSM9471011</GSM><GSM>GSM9471132</GSM><GSM>GSM9471133</GSM><GSM>GSM9471012</GSM><GSM>GSM9471130</GSM><GSM>GSM9471131</GSM><GSM>GSM9471010</GSM><GSM>GSM9470945</GSM><GSM>GSM9470944</GSM><GSM>GSM9470947</GSM><GSM>GSM9470946</GSM><GSM>GSM9470941</GSM><GSM>GSM9471118</GSM><GSM>GSM9471119</GSM><GSM>GSM9470940</GSM><GSM>GSM9471116</GSM><GSM>GSM9470943</GSM><GSM>GSM9470942</GSM><GSM>GSM9471117</GSM><GSM>GSM9470949</GSM><GSM>GSM9470948</GSM><GSM>GSM9471125</GSM><GSM>GSM9471004</GSM><GSM>GSM9471005</GSM><GSM>GSM9471126</GSM><GSM>GSM9471123</GSM><GSM>GSM9470950</GSM><GSM>GSM9471002</GSM><GSM>GSM9471124</GSM><GSM>GSM9471003</GSM><GSM>GSM9471121</GSM><GSM>GSM9471000</GSM><GSM>GSM9471122</GSM><GSM>GSM9471001</GSM><GSM>GSM9471120</GSM><GSM>GSM9470934</GSM><GSM>GSM9470933</GSM><GSM>GSM9470936</GSM><GSM>GSM9471109</GSM><GSM>GSM9470935</GSM><GSM>GSM9470930</GSM><GSM>GSM9471107</GSM><GSM>GSM9471108</GSM><GSM>GSM9471105</GSM><GSM>GSM9470932</GSM><GSM>GSM9470931</GSM><GSM>GSM9471106</GSM><GSM>GSM9470938</GSM><GSM>GSM9470937</GSM><GSM>GSM9470939</GSM><GSM>GSM9471114</GSM><GSM>GSM9471115</GSM><GSM>GSM9471112</GSM><GSM>GSM9471113</GSM><GSM>GSM9471110</GSM><GSM>GSM9471111</GSM><GSM>GSM9470923</GSM><GSM>GSM9470922</GSM><GSM>GSM9470925</GSM><GSM>GSM9470924</GSM><GSM>GSM9470921</GSM><GSM>GSM9470920</GSM><GSM>GSM9470927</GSM><GSM>GSM9470926</GSM><GSM>GSM9470929</GSM><GSM>GSM9470928</GSM><GSM>GSM9471103</GSM><GSM>GSM9471104</GSM><GSM>GSM9471101</GSM><GSM>GSM9471102</GSM><GSM>GSM9471100</GSM><GSM>GSM9470999</GSM><GSM>GSM9470996</GSM><GSM>GSM9470995</GSM><GSM>GSM9470998</GSM><GSM>GSM9470997</GSM><GSM>GSM9471051</GSM><GSM>GSM9471052</GSM><GSM>GSM9471050</GSM><GSM>GSM9471059</GSM><GSM>GSM9471057</GSM><GSM>GSM9471058</GSM><GSM>GSM9471055</GSM><GSM>GSM9471056</GSM><GSM>GSM9471053</GSM><GSM>GSM9471054</GSM><GSM>GSM9470989</GSM><GSM>GSM9470988</GSM><GSM>GSM9470985</GSM><GSM>GSM9470984</GSM><GSM>GSM9471039</GSM><GSM>GSM9470987</GSM><GSM>GSM9470986</GSM><GSM>GSM9471040</GSM><GSM>GSM9471041</GSM><GSM>GSM9471048</GSM><GSM>GSM9470992</GSM><GSM>GSM9470991</GSM><GSM>GSM9471049</GSM><GSM>GSM9470994</GSM><GSM>GSM9471046</GSM><GSM>GSM9470993</GSM><GSM>GSM9471047</GSM><GSM>GSM9471044</GSM><GSM>GSM9471045</GSM><GSM>GSM9470990</GSM><GSM>GSM9471042</GSM><GSM>GSM9471043</GSM><GSM>GSM9470978</GSM><GSM>GSM9470977</GSM><GSM>GSM9470979</GSM><GSM>GSM9470974</GSM><GSM>GSM9470973</GSM><GSM>GSM9471028</GSM><GSM>GSM9470976</GSM><GSM>GSM9471149</GSM><GSM>GSM9470975</GSM><GSM>GSM9471029</GSM><GSM>GSM9471150</GSM><GSM>GSM9471151</GSM><GSM>GSM9471030</GSM><GSM>GSM9471037</GSM><GSM>GSM9470981</GSM><GSM>GSM9471038</GSM><GSM>GSM9470980</GSM><GSM>GSM9471035</GSM><GSM>GSM9470983</GSM><GSM>GSM9471036</GSM><GSM>GSM9470982</GSM><GSM>GSM9471033</GSM><GSM>GSM9471034</GSM><GSM>GSM9471031</GSM><GSM>GSM9471152</GSM><GSM>GSM9471153</GSM><GSM>GSM9471032</GSM><GSM>GSM9470967</GSM><GSM>GSM9470966</GSM><GSM>GSM9470969</GSM><GSM>GSM9470968</GSM><GSM>GSM9471019</GSM><GSM>GSM9470963</GSM><GSM>GSM9470962</GSM><GSM>GSM9470965</GSM><GSM>GSM9471017</GSM><GSM>GSM9471138</GSM><GSM>GSM9471139</GSM><GSM>GSM9471018</GSM><GSM>GSM9470964</GSM><GSM>GSM9471140</GSM><GSM>GSM9470970</GSM><GSM>GSM9471147</GSM><GSM>GSM9471026</GSM><GSM>GSM9471148</GSM><GSM>GSM9471027</GSM><GSM>GSM9471145</GSM><GSM>GSM9471024</GSM><GSM>GSM9470972</GSM><GSM>GSM9471025</GSM><GSM>GSM9470971</GSM><GSM>GSM9471146</GSM><GSM>GSM9471143</GSM><GSM>GSM9471022</GSM><GSM>GSM9471144</GSM><GSM>GSM9471023</GSM><GSM>GSM9471141</GSM><GSM>GSM9471020</GSM><GSM>GSM9471142</GSM><GSM>GSM9471021</GSM><GSM>GSM9471095</GSM><GSM>GSM9471096</GSM><GSM>GSM9471093</GSM><GSM>GSM9471094</GSM><GSM>GSM9471091</GSM><GSM>GSM9471092</GSM><GSM>GSM9471090</GSM><GSM>GSM9471099</GSM><GSM>GSM9471097</GSM><GSM>GSM9471098</GSM><GSM>GSM9471084</GSM><GSM>GSM9471085</GSM><GSM>GSM9471082</GSM><GSM>GSM9471083</GSM><GSM>GSM9471080</GSM><GSM>GSM9471081</GSM><GSM>GSM9471088</GSM><GSM>GSM9471089</GSM><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sapiens</taxon></cross_references></HashMap>