Somatic Changes Research Articles

Global characterization of somatic mutations and DNA methylation changes during vegetative propagation in strawberries.

Somatic mutations arise and accumulate during tissue culture and vegetative propagation, potentially affecting various traits in horticultural crops, but their characteristics are still unclear. Here, somatic mutations in regenerated woodland strawberry derived from tissue culture of shoot tips under different conditions and 12 cultivated strawberry individuals are analyzed by whole genome sequencing. The mutation frequency of single nucleotide variants is significantly increased with increased hormone levels or prolonged culture time in the range of 3.3 × 10-8-3.0 × 10-6 mutations per site. CG methylation shows a stable reduction (0.71%-8.03%) in regenerated plants, and hypoCG-DMRs are more heritable after sexual reproduction. A high-quality haplotype-resolved genome is assembled for the strawberry cultivar "Beni hoppe." The 12 "Beni hoppe" individuals randomly selected from different locations show 4731-6005 mutations relative to the reference genome, and the mutation frequency varies among the subgenomes. Our study has systematically characterized the genetic and epigenetic variants in regenerated woodland strawberry plants and different individuals of the same strawberry cultivar, providing an accurate assessment of somatic mutations at the genomic scale and nucleotide resolution in plants.

EP.11A.06 Somatic Gene Changes Associated with Response to Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer

EP.11A.06 Somatic Gene Changes Associated with Response to Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer

The identification and analysis of meristematic mutations within the apple tree that developed the RubyMac sport mutation

BackgroundUnderstanding the molecular basis of sport mutations in fruit trees has the potential to accelerate generation of improved cultivars.ResultsFor this, we analyzed the genome of the apple tree that developed the RubyMac phenotype through a sport mutation that led to the characteristic fruit coloring of this variety. Overall, we found 46 somatic mutations that distinguished the mutant and wild-type branches of the tree. In addition, we found 54 somatic gene conversions (i.e., loss-of-heterozygosity mutations) that also distinguished the two parts of the tree. Approximately 20% of the mutations were specific to individual cell lineages, suggesting that they originated from the corresponding meristematic layers. Interestingly, the de novo mutations were enriched for GC = > AT transitions while the gene conversions showed the opposite bias for AT = > GC transitions, suggesting that GC-biased gene conversions have the potential to counteract the AT-bias of de novo mutations. By comparing the gene expression patterns in fruit skins from mutant and wild-type branches, we found 56 differentially expressed genes including 18 involved in anthocyanin biosynthesis. While none of the differently expressed genes harbored a somatic mutation, we found that some of them in regions of the genome that were recently associated with natural variation in fruit coloration.ConclusionOur analysis revealed insights in the characteristics of somatic change, which not only included de novo mutations but also gene conversions. Some of these somatic changes displayed strong candidate mutations for the change in fruit coloration in RubyMac.

Genomic and Transcriptomic Profile of HNF1A-Mutated Liver Adenomas Highlights Molecular Signature and Potential Therapeutic Implications.

Hepatocellular adenomas (HAs) are tumors that can develop under different conditions, including in patients harboring a germline mutation in HNF1A. However, little is known about the pathogenesis of such disease. This work aims to better define what mechanisms lie under the development of this condition. Six HAs were sampled from the liver of a 17-year-old male affected by diabetes and multiple hepatic adenomatosis harboring the heterozygous pathogenic germline variant c.815G>A, p.(Arg272His) in HNF1A, which has a dominant negative effect. All HAs were molecularly characterized. Four of them were shown to harbor a second somatic HNF1A variant and one had a mutation in the ARID1A gene, while no additional somatic changes were found in the remaining HA and normal parenchyma. A transcriptomic profile of the same HA samples was also performed. HNF1A biallelic mutations were associated with the up-regulation of several pathways including the tricarboxylic acid cycle, the metabolism of fatty acids, and mTOR signaling while angiogenesis, endothelial and vascular proliferation, cell migration/adhesion, and immune response were down-regulated. Contrariwise, in the tumor harboring the ARID1A variant, angiogenesis was up-modulated while fatty acid metabolism was down-modulated. Histological analyses confirmed the molecular data. Independently of the second mutation, energetic processes and cholesterol metabolism were up-modulated, while the immune response was down-modulated. This work provides a complete molecular signature of HNF1A-associated HAs, analyzing the association between specific HNF1A variants and the development of HA while identifying potential new therapeutic targets for non-surgical treatment.

The Clinical Challenge of Identifying Postural Changes Associated with Musculoskeletal Disorders in a Population of Adolescents: The Evaluation of a Diagnostic Approach.

Background/Objectives: Inappropriate posture, overweight, and physical inactivity are common causes of pathologies on muscles, ligaments, joints, and bone structures, which could negatively impact the quality of present and future life. The challenge of this work was to develop a diagnostic approach to identify the causes of musculoskeletal disorders in an adolescent population in order to implement preventive procedures. Methods: A total of 147 subjects aged between 14 and 18 years who were affected by musculoskeletal disorders and who accessed the Clinical Posturology unit of the IRCCS San Gerardo hospital, Monza, Italy, from 2015 to 2023, were enrolled. The clinical evaluation of each subject included a posturology visit, a physical examination, instrumental devices, such as stabilometric platform, gait analysis, MuscleLab, and imaging tests, such as Radiographic and Magnetic resonance, and a final diagnosis. Results: Ninety-eight (66.6%) subjects reported pain at the lumbar spine (33.3%), followed by knee/lower limb (22.4%), cervical spine (13%), and dorsal spine (12.3%). Imaging diagnostics underlined alterations in the musculoskeletal components, bone dimorphism, and asymmetry of the skeleton in 68% of cases. Thirty-one (21%) subjects received a diagnosis of postural dysfunction, seventy-two (49%) received a diagnosis of somatic dysfunction, and ten (7%) received a diagnosis of both postural and somatic dysfunctions. Conclusions: Our work highlighted that the three instrumental devices used allowed us to detect somatic and postural functional changes that cause musculoskeletal pathologies in adolescents.

Genomic alterations in two patients with esophageal carcinosarcoma identified by whole genome sequencing: a case report

BackgroundEsophageal carcinosarcoma (ECS) is a relatively rare malignancy, accounting for < 1% of all esophageal cancers. Its etiopathogenesis remains unknown. This study analyzed the genomic abnormalities in sarcomatous tumors from two patients undergoing subtotal esophagectomy using whole genome sequencing to elucidate the key characteristics of ECS.Case presentationWe identified TP53 driver mutations, copy number gains in 11q13 (including CCND1), and Apolipoprotein B mRNA editing enzyme catalytic polypeptide (APOBEC) signature enrichment in both ECS patients. Along with common genetic abnormalities, we identified CDKN2A driver mutations in case 1 and RAC1, NOTCH1, and TTC28 as novel fusion gene partners of MECOM in case 2. Notably, we detected germline pathogenic variant in Fanconi anemia (FA) complementation group I (FANCI) and group G (FANCG), which are involved in repairing DNA double-strand breaks by homologous recombination, for the first time, in ECS blood samples. These germline variants were truncating-type, Lys1221fs of FANCI (rs1567179036) for case 1 and Gln365Ter of FANCG (rs121434426) for case 2. We also identified somatic changes in cancer-associated pathways, such as PI3K/Akt/mTOR, cell cycle, and NOTCH signaling pathways, and structural chromosomal defects such as chromosome doubling.ConclusionsOur findings indicate that therapeutic drugs targeting the activation signal or FA pathway might be effective in treating ECS, however, their therapeutic significance should be elucidated in future studies.

Physical and psychological status of emergency assistance personnel at major public health events: a qualitative descriptive study

BackgroundMany personnel respond to natural disasters like earthquakes and tsunamis and frequent public health events like Ebola and COVID-19. However, research on emergency assistance personnel remains limited. This study aims to describe the perceived well-being among responders deployed in isolated or emergency international missions while providing practical references to intervene in developing similar missions.MethodsFor this qualitative phenomenological study, purposive sampling was used following the principle of maximum differentiation to select personnel deployed on an emergency mission for over a year. Data collection continued until data saturation. Phenomenologically semi-structured interviews helped explore the physical and psychological status of the participants with Colaizzi’s method.ResultsEleven personnel were interviewed after the mission, with four major themes being identified: ‘perceived somatic change,’ ‘perceived emotional change,’ ‘behavioral change,’ and ‘coping with perceived change.’ConclusionsThe mental health status of the emergency assistance personnel was affected by multiple factors from external and internal environments. The current study explored the physical and psychological feelings and emotions of emergency assistance personnel during an emergency mission. The study provided a practical reference for health management under similar missions.RegistrationsNot registered.

An Update on the Genetic Drivers of Corticotroph Tumorigenesis.

The genetic landscape of corticotroph tumours of the pituitary gland has dramatically changed over the last 10 years. Somatic changes in the USP8 gene account for the most common genetic defect in corticotrophinomas, especially in females, while variants in TP53 or ATRX are associated with a subset of aggressive tumours. Germline defects have also been identified in patients with Cushing's disease: some are well-established (MEN1, CDKN1B, DICER1), while others are rare and could represent coincidences. In this review, we summarise the current knowledge on the genetic drivers of corticotroph tumorigenesis, their molecular consequences, and their impact on the clinical presentation and prognosis.

Impact of genomic and epigenomic alterations of multigene on a multicancer pedigree.

Germline mutations have been identified in a small number of hereditary cancers, but the genetic predisposition for many familial cancers remains to be elucidated. This study identified a Chinese pedigree that presented different cancers (breast cancer, BRCA; adenocarcinoma of the esophagogastric junction, AEG; and B-cell acute lymphoblastic leukemia, B-ALL) in each of the three generations. Whole-genome sequencing and whole-exome sequencing were performed on peripheral blood or bone marrow and cancer biopsy samples. Whole-genome bisulfite sequencing was conducted on the monozygotic twin brothers, one of whom developed B-ALL. According to the ACMG guidelines, bioinformatic analysis of the genome sequencing revealed 20 germline mutations, particularly mutations in the DNAH11 (c.9463G > A) and CFH (c.2314G > A) genes that were documented in the COSMIC database and validated by Sanger sequencing. Forty-one common somatic mutated genes were identified in the cancer samples, displaying the same type of single nucleotide substitution Signature 5. Meanwhile, hypomethylation of PLEK2, MRAS, and RXRA as well as hypermethylation of CpG island associated with WT1 was shown in the twin with B-ALL. These findings reveal genomic alterations in a pedigree with multiple cancers. Mutations found in the DNAH11, CFH genes, and other genes predispose to malignancies in this family. Dysregulated methylation of WT1, PLEK2, MRAS, and RXRA in the twin with B-ALL increases cancer susceptibility. The similarity of the somatic genetic changes among the three cancers indicates a hereditary impact on the pedigree. These familial cancers with germline and somatic mutations, as well as epigenomic alterations, represent a common molecular basis for many multiple cancer pedigrees.

Orbital histiocytosis; From A to Z.

Histiocytosis is one of the most challenging diseases in medical practice. Because of the broad spectrum of clinical manifestations, systemic involvements, unknown etiology, and complex management, different types of histiocytosis are still a big question mark for us. Orbital histiocytosis is characterized by the abnormal proliferation of histiocytes in orbital tissues. It could affect the orbit, eyelid, conjunctiva, and uveal tract. Orbital histiocytosis can cause limited eye movement, proptosis, decreased visual acuity, and epiphora. In this study, we review the novel findings regarding the pathophysiology, diagnosis, and treatment of different types of histiocytosis, focusing on their orbital manifestations. This review was performed based on a search of the PubMed, Scopus, and Embase databases or relevant published papers regarding orbital histiocytosis on October 9th, 2023. No time restriction was proposed, and articles were excluded if they were not referenced in English. 391 articles were screened, most of them being case reports. The pathophysiology of histiocytosis is still unclear. However, different mutations are found to be prevalent in most of the patients. The diagnostic path can be different based on various factors such as age, lesion site, type of histiocytosis, and the stage of the disease. Some modalities, such as corticosteroids and surgery, are used widely for treatment. On the other hand, based on some specific etiological factors for each type, alternative treatments have been proposed. Significant progress has been made in the detection of somatic molecular changes. Many case studies describe various disease patterns influencing the biological perspectives on different types of histiocytosis. It is necessary to continue investigating and clustering data from a broad range of patients with histiocytosis in children and adults to define the best ways to diagnose and treat these patients.

Somatic Factors Predict On-Road Driving Skills in Older Drivers and Drivers with Mild Cognitive Impairment.

On-road driving skills can be impaired in older drivers and drivers with mild cognitive impairment (MCI) due to different driving-relevant deficits. Among these deficits, somatic factors have received little attention so far. In a prospective observational on-road driving study, we examined whether somatic factors can predict on-road driving skills in a mixed sample of healthy older drivers and drivers with MCI (n = 99) and whether the inclusion of age explains additional variance. Somatic factors included the number of prescribed drugs, visual acuity, peripheral visual field integrity, mobility of the cervical spine, and hearing impairment. A hierarchical regression analysis was used to predict on-road driving skills by adding the somatic factors in the first step and age in the second step. Results revealed that the combination of somatic factors significantly predicted on-road driving skills (R2adjusted = 0.439). The inclusion of age led to a significant increase of explained variance (R2adjusted = 0.466). Our results suggest that somatic factors can accurately predict on-road driving skills in healthy older drivers and drivers with MCI. In addition, our results suggest that there is a significant but rather small effect of age beyond somatic changes.

Therapeutic implications of acquired high tumor mutational burden (TMB-H) after targeted therapy (TT) in metastatic colorectal cancer (mCRC).

3542 Background: mCRC treated w/ TT can acquire a high number of mutations at progression. TMB is used as a proxy of neoantigen load for predicting benefit from immune checkpoint blockade (ICB). In TMB-H CRC, benefit to ICB is restricted to microsatellite unstable (MSI-H) hypermutated or POL-D/E ultramutated tumors. We asked whether TT can sensitize microsatellite stable (MSS) CRCs to ICB by inducing an acquired TMB-H state. Methods: We screened the MSK-IMPACT dataset for mCRC patients (pts) who received TT and underwent pre-treatment (pre-TT) and post-progression (post-TT) tissue or liquid biopsies (LBx). We included pts who received TT against EGFR, BRAF V600E, KRAS G12C, or HER2. DNA sequencing of tissue and LBx was performed w/ MSK-IMPACT and Guardant 360. MSI status was assessed with algorithms measuring somatic changes in length of repetitive sequences (e.g., MSIsensor). Due to known discrepancies between tissue TMB (tTMB) and blood TMB (bTMB), we defined acquired TMB-H as: 1) tTMB &lt;10 mut/Mb or bTMB &lt;20 mut/Mb pre-TT; 2) ≥5-fold increase in TMB post-TT; 3) tTMB ≥10 mut/Mb or bTMB ≥40 mut/Mb post-TT. Results: We identified 26 pts w/ paired samples that had been sequenced w/ determination of TMB. 4/26 (15%) met criteria for acquired TMB-H. None had detectable pathogenic mismatch repair or DNA damage repair alterations pre-TT. All 4 post-TT samples were LBx only. One pt’s tumor acquired a somatic MLH1 mutation and converted from MSS to MSI-H. In all cases, the majority of acquired mutations were subclonal w/ many at variant allele frequencies (VAF) of ≤1% (Table). After detection of acquired TMB-H, 2/4 pts received ICB. Pt 1 had RAS wild type mCRC w/ pre-TT tTMB 6.9. She received irinotecan + panitumumab for 25.8 months. Post-TT bTMB was 40.19 and met criteria for MSI-H. She received pembrolizumab and experienced clinical + radiographic progression of disease (POD) within 49 days. Pt 2 had KRASG12C-mutant mCRC w/ pre-TT bTMB 13.4 and tTMB 4.9. She received sotorasib + panitumumab for 3.2 months w/ post-TT bTMB 145.34. She received pembrolizumab + regorafenib and experienced clinical + radiographic POD within 37 days. Conclusions: In CRC, acquisition of TMB-H at progression w/ predominantly low VAF mutations suggests activation of enhanced mutagenesis due to therapeutic pressure from exposure to TT. In this context, TMB may not be an accurate reflection of tumor immunogenicity as it does not distinguish between clonal and subclonal alterations. Our data suggest that pts w/ acquired TMB-H following TT are unlikely to benefit from ICB. [Table: see text]

Patients with a rheumatological diagnosis in a psychiatrist's office - neuropsychiatric lupus

Introduction: Systemic lupus erythematosus is an autoimmune disease affecting up to 210 per 100,000 people in Europe, more often among women. The inflammatory process in lupus causes changes in various organs. However, somatic changes are not the only effects of lupus. The neuropsychiatric manifestations of this disease have been given a separate name – neuropsychiatric lupus. Material and methods: A review of the literature available on the PubMed platform in the period of 1987-2023 was performed using the key words: neuropsychiatric systemic lupus erythematosus, mental disorders, mood disorders, sleep disorders, systemic lupus erythematosus. Original studies, review works, meta-analyses and Internet sources were analyzed. Results: Psychotic disorders in lupus occur with a frequency of up to 3%. Risk factors include young age, male gender and glucocorticoids treatment. Mood disorders occur in several to several dozen percent of lupus patients, including depression affecting up to ⅓ of patients. Belimumab, psychotherapy and improving the quality of sleep, the disturbance of which is observed in most patients with lupus, have potential in treatment. Anxiety disorders are seen primarily in the teenage age group, where social phobia predominates – the fear of rejection due to the disease – and they worsen and are exacerbated by rheumatic disease. Cognitive dysfunctions occur in up to 80% of lupus patients. They are probably related to enzymes of metabolic pathways, dyslipidemia and thyroid dysfunction. Conclusions: Mental disorders develop more often in patients with lupus than in the general population and they predispose to autoimmune diseases. Comprehensive diagnosis and psychiatric care of patients with lupus are necessary. Keywords: systemic lupus erythematosus, sleep disorders, mood disorders, neuropsychiatric systemic lupus erythematosus, mental disorders

Identifying genes associated with disease outcomes using joint sparse canonical correlation analysis-An application in renal clear cell carcinoma.

Somatic changes like copy number aberrations (CNAs) and epigenetic alterations like methylation have pivotal effects on disease outcomes and prognosis in cancer, by regulating gene expressions, that drive critical biological processes. To identify potential biomarkers and molecular targets and understand how they impact disease outcomes, it is important to identify key groups of CNAs, the associated methylation, and the gene expressions they impact, through a joint integrative analysis. Here, we propose a novel analysis pipeline, the joint sparse canonical correlation analysis (jsCCA), an extension of sCCA, to effectively identify an ensemble of CNAs, methylation sites and gene (expression) components in the context of disease endpoints, especially tumor characteristics. Our approach detects potentially orthogonal gene components that are highly correlated with sets of methylation sites which in turn are correlated with sets of CNA sites. It then identifies the genes within these components that are associated with the outcome. Further, we aggregate the effect of each gene expression set on tumor stage by constructing "gene component scores" and test its interaction with traditional risk factors. Analyzing clinical and genomic data on 515 renal clear cell carcinoma (ccRCC) patients from the TCGA-KIRC, we found eight gene components to be associated with methylation sites, regulated by groups of proximally located CNA sites. Association analysis with tumor stage at diagnosis identified a novel association of expression of ASAH1 gene trans-regulated by methylation of several genes including SIX5 and by CNAs in the 10q25 region including TCF7L2. Further analysis to quantify the overall effect of gene sets on tumor stage, revealed that two of the eight gene components have significant interaction with smoking in relation to tumor stage. These gene components represent distinct biological functions including immune function, inflammatory responses, and hypoxia-regulated pathways. Our findings suggest that jsCCA analysis can identify interpretable and important genes, regulatory structures, and clinically consequential pathways. Such methods are warranted for comprehensive analysis of multimodal data especially in cancer genomics.

IL21R hypomethylation as a biomarker for distinguishing benign and malignant breast tumours

ABSTRACT Some benign and malignant breast tumours are similar in pathological morphology, which are difficult to be distinguished in clinical diagnosis. In this study, we intended to explore novel biomarkers for differential diagnosis of benign and malignant breast tumours. Methylation EPIC 850K beadchip and RNA-sequencing were used to analyse 29 tissue samples from patients with early-stage breast cancer (BC) and benign breast tumours for differently methylated and expressed genes. The altered methylation of IL21R was semi-quantitatively validated in an independent study with 566 tissue samples (279 BC vs. 287 benign breast tumours) using mass spectrometry. Binary logistic regression analysis was performed to evaluate the association between IL21R methylation and BC. BC-associated IL21R hypomethylation and overexpression were identified in the discovery round. In the validation round, BC patients presented significant IL21R hypomethylation compared to women with benign breast tumours (ORs ≥1.29 per-10% methylation, p-values ≤ 5.69E–14), and this hypomethylation was even enhanced in BC patients with ER-negative and PR-negative tumours as well as with triple-negative tumours. The methylation of IL21R showed efficient discriminatory power to distinguish benign breast tumours from BC (area under curve (AUC) = 0.88), and especially from ER-negative BC (AUC = 0.95), PR-negative BC (AUC = 0.93) and triple-negative BC (AUC = 0.96). We disclosed significant IL21R hypomethylation in patients with BC compared to women with benign breast tumours, and revealed the somatic change of DNA methylation could be a potential biomarker for molecular pathology of BC.

Abstract PO5-15-02: Integration of synonymous mutations and variants of unknown significance for basal and longitudinal characterization of metastatic breast cancer by circulating tumor DNA

Abstract Background: Despite how commonly synonymous mutations (SYN) and unknown significance (VUS) are detected in tissue and circulating tumor DNA (ctDNA) next-generation sequencing (NGS), the potential for these somatic changes to impact personalized approaches in metastatic breast cancer (MBC) is unclear. Emerging evidence suggests that SYN mutations may play a role in cancer biology through changes in mRNA stability, splicing, and gene expression. The aim of this study was to characterize SYN and VUS in a large multicenter consortium and to analyze their interplay with pathogenic variants (PATH). Methods: The study retrospectively analyzed a multi-institutional cohort comprising 1189 patients with MBC characterized for ctDNA using NGS (Guardant360™, Guardant Health) before treatment start (BL) and at disease progression (PD). Pathway classification was defined based on prior research (Sanchez-Vega F et al, Cell. 2018). Single Nucleotide Variations (SNVs) were annotated for oncogenicity (OncoKB) and protein domain (UniProtKB). Associations between clinical characteristics and pathway classifications for SYN and VUS were explored by multinomial logistic regression; survival was tested through Cox regression in terms of overall survival (OS). Results: Hormone-receptor positive (HR+)/HER2 negative (luminal-like) was the most represented subtype (68.7%) followed by HER2-positive (14.6%), and triple-negative (TNBC) (16.7%). PATH were mainly detected in the TP53 DNA binding domain, ESR1 ligand binding domain, helical and catalytic domains of PIK3CA, SYN in the ligand binding domain of ESR1, MET Sema, KIT protein kinase domain, and FGFR1 Ig-like C2-type 1. In contrast, VUS were mainly found in the ESR1 ligand binding domain, MET Sema, ATM PI3K/PI4K catalytic domain, DDR2 Protein kinase and PIK3CA C2 PI3K-type. Analyzing pathways, after multivariable multinomial logistic regression, RAS SYN, PI3K and ESR PATH were significantly associated with HER2+ MBC (respectively RRR=4.14, P=0.046; RRR = 0.474, P &amp;lt; 0.001 and RRR = 0.306, P &amp;lt; 0.001). TNBC was associated with PATH PI3K (RRR = 0.366, P &amp;lt; 0.001), PATH P53 (RRR = 4.71, P &amp;lt; 0.001) and PATH RAS (RRR = 0.362, P = 0.026, 95% CI 0.147 - 0.888). In luminal-like MBC, a significant impact on OS was observed for SYN P53 (HR = 2.53, P = 0.008) and PATH ER (HR = 1.54, P &amp;lt; 0.001), PATH P53 (HR = 1.56, P &amp;lt; 0.001), PATH cell-cycle (HR = 1.64, P = 0.0299), and PATH RAS (HR = 1.62, P = 0.010). An impact on OS was observed in TNBC for SYN cell-cycle (HR = 5.41, P = 0.006), VUS ESR (HR = 2.87, P = 0.018), PATH P53 (HR = 1.84, P = 0.012) and PATH cell-cycle (HR = 5.07, P &amp;lt; 0.001). VUS MYC (HR = 38.5, P = 0.001) and PATH PI3K3 (HR = 2.32, P = 0.022) were significant among HER2 positive. Differences in SYN, VUS and PATH alterations were then compared between baseline and progressive disease. While a significant increase in mutant allele frequency (MAF) was observed for PATH (P=0.0010) and VUS (P=0.0152) at PD, no differences were highlighted for SYN (P=0.8362). Conclusions: In our cohort we characterized the MBC for PATH, VUS and SYN utilizing the ctDNA. In this study, considering the complex genomic landscape of MBC, we demonstrated that both SYN and VUS mutations had an impact on the survival outcome. Therefore, further analysis to validate the prognostic and predictive role of SYN and VUS, with or without PATH mutations, are needed to better characterize and monitoring of MBC through ctDNA. Moreover, functional studies are needed to better understand their role in the nuanced biology of MBC. Citation Format: Elisabetta Molteni, Carolina Reduzzi, Andrew Davis, Lorenzo Foffano, Arielle Medford, Katherine Clifton, Whitney L. Hensing, Marko Velimirovic, Ami N. Shah, Laura Munoz Arcos, Charles S. Dai, Jennifer C. Keenan, Elyssa Denault, William Gradishar, Giuseppe Damante, Amir Behdad, Lorenzo Gerratana, Fabio Puglisi, Cynthia Ma, Aditya Bardia, Massimo Cristofanilli. Integration of synonymous mutations and variants of unknown significance for basal and longitudinal characterization of metastatic breast cancer by circulating tumor DNA [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO5-15-02.

Abstract PO1-14-10: Comprehensive clinicogenomic characterization of inflammatory breast cancer

Abstract BACKGROUND: Inflammatory breast cancer (IBC) is a rare type of breast cancer associated with a unique clinical presentation and overall poor outcomes, recognized as a distinct category by the AJCC staging system. The biological mechanisms driving the IBC phenotype are relatively undefined—partially due to a lack of comprehensive, large-scale genomic studies and limited clinical cohorts. Here, we report one of the largest, subtype-informed clinicogenomic characterizations of IBC to date. METHODS: A retrospective analysis of 2457 patients with metastatic breast cancer who underwent targeted tumor-only DNA-sequencing (OncoPanel, up to 447 cancer-associated genes) was performed at Dana-Farber Cancer Institute. Clinicopathologic, single nucleotide variant (SNV), copy number variant (CNV) and tumor mutational burden (TMB) comparisons were made between IBC and non-IBC cases. Median follow-up was 28.1 months. RESULTS: Our profiled cohort included 140 patients with IBC specimens (n = 68 primary tumors, 72 metastatic tumors) and 2317 patients with non-IBC specimens (n = 702 primaries, 65 local recurrences, 1550 metastases). Of these, 87.4% of patients were White, 4.7% Black, 3.6% Asian or Pacific Islander, and 4.3% other/unknown. Clinicopathologic differences between IBC and non-IBC cases were consistent with previous reports—including younger age at diagnosis of metastatic disease (51 vs 54 years, p = 0.04), and a higher proportion of grade 3, estrogen receptor-negative and HER2-positive tumors (p &amp;lt; 0.001). Among the hormone-receptor (HR)-positive subtype, IBC tumors showed a significant enrichment in Luminal B (LumB)-inferred disease (62.5% vs 39.8%, p &amp;lt; 0.005), defined as tumors with grade 3 or progesterone receptor staining &amp;lt; 10%. The most recurrent somatic alterations spanning all subtypes in IBC were TP53 (72%), ERBB2 (32%), PIK3CA (24%), CCND1 (12%), MYC (9%), FGFR1 (8%) and GATA3 (8%). A multivariate logistic regression analysis accounting for HR and HER2 status revealed a significant enrichment in TP53 SNVs in IBC vs non-IBC (OR 2.08 [95% CI 1.34-3.24], adjusted p-value 0.04). Frequency of TP53 alterations in IBC vs non-IBC cases was 85.1% vs 64.3% in HER2-positive and 50.0% vs 27.7% in HR-positive disease—with an enrichment of TP53 mutations in IBC LumB-inferred tumors vs non-LumB (64% vs 26%, p &amp;lt; 0.05). When comparing HR+ IBC LumB vs HR+ non-IBC LumB cases, TP53 mutations were again enriched (p &amp;lt; 0.05)—suggesting LumB-like histopathology is not the only driving feature of TP53 enrichment in HR+ IBC. TMB did not differ substantially between IBC and non-IBC and no other statistically significant enrichments were observed, including when grouping mutations into six canonical cancer pathways (cell cycle, Notch signaling, PI3K pathway, RTK/RAS signaling, TP53 pathway and WNT signaling). CONCLUSIONS: Taken together, this study provides a comprehensive landscape of somatic alterations in a large cohort of patients with metastatic IBC and non-IBC. Our data support a lack of major genomic differences other than enrichments in TP53 mutations and an associated LumB-like histopathology. These results both reinforce the importance of TP53 mutations in IBC biology and suggest additional analyses beyond somatic DNA-level changes are warranted. Future efforts with the DFCI IBC cohort will assess germline-somatic interactions, non-genomic or transcriptomic characterizations, and potential environmental influences to better understand the mechanisms driving this unique disease. Citation Format: Nolan Priedigkeit, Beth Harrison, Melissa Hughes, Robert Shue, Yvonne Li, Gregory Kirkner, Claire Remolano, Sarah Strauss, Janet Files, Anne-Marie Feeney, Ayesha Mohammed-Abreu, Ana Garrido-Castro, Romualdo Barroso-Sousa, Brittany Bychkovsky, Faina Nakhlis, Jennifer Bellon, Tari King, Bruce Johnson, Lynette Sholl, Deborah Dillon, Beth Overmoyer, Sara Tolaney, Andrew Cherniack, Nancy Lin, Filipa Lynce. Comprehensive clinicogenomic characterization of inflammatory breast cancer [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO1-14-10.

Abstract PO3-23-11: Multiomics analysis of ER+ breast cancer with matched primaries, lymph node metastases and recurrent cancers on adjuvant endocrine therapy

Abstract Background: 80% of all breast cancers (BCs) are ER-positive (ER+). A significant number develop endocrine therapy resistance (ETR) . Clones develop in lymph nodes (LNs) which differ from the primary and these are implicated in ETR. A multiomics analysis of primary ER+ breast cancers, matched LN metastasis (LN+), if present, and matched recurrences (primary, nodal or distant) has been performed. Patients and Methods: The patients included are: Cohort A: 95 patients with matched primary and recurrent ER+ BC on different endocrine therapies. 35% had involved LNs at diagnosis. Recurrences: local in 59/95, concurrent local and nodal in 33/95, LN-only in 3/95. Median time to recurrence 4.5 years. Cohort B: 18 patients with ER+ LN+ BC who developed multiple recurrences (local and/or nodal, &amp;gt;3 consecutive recurrences/patient) on different lines of sequential endocrine therapy. Cohort C: 7 patients with ER+ breast cancer with multiple involved LNs treated with 3-6 months of neoadjuvant ET before surgery. Biopsies of primary and matched LNs performed at diagnosis and throughout treatment (3-4 timepoints/patient). Clinical response by serial ultrasound. Primary and LN samples (mean 12 samples/patient) were analysed together with normal DNA. Targeted RNAseq and DNA exome sequencing and whole-genome expression analysis was performed. Somatic mutations and copy number alterations (CNA) were determined, and differential gene expression analysis was performed. Validation of pathways implicated in ETR was by spatial NanoString GeoMx. All patients have long term follow-up. Results: Cohort A: A mean of 6 potential driver mutations identified by DNA sequencing in each primary BC (range 1-16). Most commonly mutated genes were PIK3CA, TP53, ERBB4, MAP3K1 and ERBB3. Multiple aberrations and a highly diverse mutational landscape were observed in all recurrences. In the majority of recurrences significant changes in variant allele frequency (VAF) were identified across several ETR-implicated genes and in over 50% new gains/losses were identified. Most frequently, losses were seen in ERBB3, ARID1A, HRAS and FOXA1 with gains in CDH1, NF1, PIK3CA, ESR1, TBX3 and GATA3 in recurrences vs primaries. Transcriptomic analysis revealed differentially expressed pathways including ER, HER2, GATA3, AKT, RAS and p63 signalling. Integrated analysis revealed several driver mutations with corresponding changes in upstream pathway activity. 33 patients had concurrent local and nodal recurrences and 52% had similar somatic mutation profiles in both with only minor variance in VAF. In 48%, 1 or more new potential driver mutations was identified in axillary nodes compared to recurrent primary cancers with losses in AKT1, CDH1 and TP53 being most common. Multiomics profiling of Cohorts B and C is complete and analysis underway. Discussion: This multiomics study is the largest cohort to-date of matched early and recurrent ER+/HER2- cancers. It sheds new light on the complex somatic and transcriptomic changes in local and nodal recurrent disease. The mechanisms of ETR are diverse and underlying mechanisms and clinically meaningful biomarkers including potentially actionable mutations and targets have been identified. Cohort C will uniquely capture and compare clonal evolution of breast cancer in primary and multiple matched lymph during neoadjuvant ET. Citation Format: Carlos Martinez-Perez, Charlene Kay, Rebecca Swan, Lorna Renshaw, J Michael Dixon, Arran K Turnbull. Multiomics analysis of ER+ breast cancer with matched primaries, lymph node metastases and recurrent cancers on adjuvant endocrine therapy [abstract]. In: Proceedings of the 2023 San Antonio Breast Cancer Symposium; 2023 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2024;84(9 Suppl):Abstract nr PO3-23-11.

What is new in the 5th edition of the World Health Organization classification of mature B and T/NK cell tumors and stromal neoplasms?

The classification of tumors is essential in the diagnosis and clinical management of patients with malignant neoplasms. The World Health Organization (WHO) provides a globally applicable classification scheme of neoplasms and it was updated several times. In this review, we briefly outline the cornerstones of the upcoming 5th edition of the World Health Organization Classification of Haematolymphoid Tumours on lymphoid neoplasms. As is adopted throughout the 5th edition of the WHO classification of tumors of all organ systems, entities are listed by a hierarchical system. For the first time, tumor-like lesions have been included in the classification, and modifications of nomenclature for some entities, revisions of diagnostic criteria or subtypes, deletion of certain entities, and introduction of new entities are presented along with mesenchymal lesions specific to the stroma of lymph nodes and the spleen. In addition to specific outlines on constitutional and somatic genetic changes associated with given entities, a separate chapter on germline predisposition syndromes related to hematologic neoplasms has been added.

Abstract 3952: Multiomic single-cell tumor evolution models of minimal residual disease in pediatric B-cell acute lymphoblastic leukemia

Abstract Detection of minimal residual disease (MRD) after initial diagnosis (IDX) and therapy is a strong prognostic marker for relapse in pediatric B-cell acute lymphoblastic leukemia (B-ALL). Previous studies have explored clonal genetic and gene expression changes between initial diagnosis and relapse. However, studying tumor cells present at MRD is challenging due to their low abundance. Examining the genomic profiles of leukemia cells that resist induction chemotherapy and understanding their evolutionary relationship to cells present at diagnosis may lead to a better understanding of the cells that eventually seed relapse. We analyzed somatic point mutations, indels, and copy number variants from 41 pediatric B-ALL patients with high-risk B-ALL. We specifically focused on patients from the following four common high-risk subtypes: KMT2A-rearranged, Ph+, Ph-like, and iAMP21, who had detectable disease at the end of induction. Leukemic burden at end-induction (day 29) ranged from 0.03% to 66.00%. Data were generated in partnership with the National Cancer Institute’s Human Tumor Atlas Network and the Children’s Oncology Group. Our data set of 41 patients includes 39 with paired initial diagnostic and end-induction samples that we used to create tumor evolution models based on single cells across disease stages. We produced single-cell multiome gene expression (scRNA) and chromatin accessibility (scATAC) profiles (10x Genomics) with a median of 7428 leukemic blast cells at IDX (range: 2490-14219) and 1907 at MRD (range: 240-10167) after filtering. We called somatic mutations from scRNA and scATAC using SComatic and Monopogen, and we detected copy number changes using Numbat and EpiAneufinder. We also designed a targeted DNA sequencing panel including 335 variants based on B-ALL literature and database searches to produce scDNA (Mission Bio) for 24 patients (16 IDX-MRD pairs) with a median of 2346 cells profiled at IDX (range: 340-8849) and 1828 at MRD (range: 596-5133). We built tumor phylogenies based on somatic SNVs and CNVs with COMPASS. Using multiple tools and complementary single-cell omics data types to detect somatic changes improved our confidence in the events used for tumor evolution tree construction. Our approach allowed us to define recurrent genomic events and patterns across pediatric B-ALL subtypes and to describe the clonal evolution of cells measured at initial diagnostic and end-induction disease stages. We were also able to link cell-specific mutation events to their transcriptional and epigenomic signatures, including mapping mutation events along the B-cell development trajectory and within differentially expressed gene pathways. Some cases showed dramatic shifts in subclonal structure between IDX and MRD that may be related to therapy-induced clonal selection, such as a loss of NRAS hotspot mutation. Citation Format: Steven M. Foltz, Avi Loren, Changya Chen, Rushabh Mehta, Elizabeth Li, Jason Xu, Fatemeh Alikarami, Kathrin M. Bernt, Kai Tan. Multiomic single-cell tumor evolution models of minimal residual disease in pediatric B-cell acute lymphoblastic leukemia [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 3952.