Low Tumor Mutational Burden Research Articles

Therapeutic potential of immune-cold solid tumors through homologous recombination deficiency.

e14585 Background: Genome-wide homologous recombination deficiency (HRD) score is an important parameter to select patients for HRR pathway inhibitors. HRD scores are independent therapeutic predictors unlike tumor mutation burden (TMB), and microsatellite instability (MSI) values to stratify tumors for predicting immunogenicity. Since solid tumors often choose the hallmark of immune evasion to disseminate to distant tissues, their identification and treatment through genomic signatures for immunotherapy is essential. Low TMB and MSI values are often associated with immune evasion and immune cold tumors. For such patients HRD scores can be important determinants to inform on the therapeutic potential of HRR pathway inhibitors and immune checkpoint inhibitors (ICI). In this study, we retrospectively investigated solid tumors with metastatic phenotypes exhibiting microsatellite stable (MSS), MSI-Low and TMB low phenotypes. The presence of HRR pathway deficiency in these patients may lead to chromosomal instabilities and cell surface neo-antigens thereby offering potential therapeutic benefit to PARP inhibitors and ICI. Methods: 53 metastatic cancer patients were retrospectively analysed for genome-wide HRD, TMB and MSI scores based on OncoIndx comprehensive gene panel (CGP). OncoIndx CGP targets 1080 cancer related genes along with 47 HRR genes and 1600 MSI signature sites. HRD, TMB and MSI scores were determined by sequencing the individual sample libraries in pair end mode on Illumina Nextseq platform (depth 5500X). Cutoff scores HRD high (≥50), TMB high (≥10 Mutations/MB), MSI high (≥20). Results: A cohort of 53 solid tumor patients were evaluated retrospectively of which 71.6% (n=38) patients showed metastasis (brain, Popliteal fossa, skeletal, and nodal metastasis). Of these, 9.4% (n=5) patients were detected with MSI-high, 56.6% (n=30) were MSI-Low and 1.8% (n=1) were MSS. 13.2% (n=7) patients were TMB-High, 3.7% (n=2) were TMB intermediate and 41.0% (n=22) were TMB-Low. Most importantly, 41.0% (n=22) patients were both MSI and TMB low thus transforming the tumor suggestively immune-cold. Only 22.7% (n=5) patients showed PD-L1 expression on IHC with scores ranging from TPS: 2% to 20%. In this dominantly immune-cold patient cohort, 40.9% (n=9) patients showed high/intermediate HRD (22.7% high (n=5); 18.18% Intermediate (n=4)). Conclusions: The presence of HRD in 40.9% patients in the dominant immune-cold patients was observed with increased chromosomal instability and cell surface neo-antigens. Thus, HRD could potentially transform tumors to become immune-hot to benefit from PARP inhibitors and ICI.

Comprehensive genomic profiling and therapeutic implications for Taiwanese patients with treatment-naïve breast cancer.

Breast cancer is a heterogeneous disease categorized based on molecular characteristics, including hormone receptor (HR) and human epidermal growth factor receptor 2 (HER2) expression levels. The emergence of profiling technology has revealed multiple driver genomic alterations within each breast cancer subtype, serving as biomarkers to predict treatment outcomes. This study aimed to explore the genomic landscape of breast cancer in the Taiwanese population through comprehensive genomic profiling (CGP) and identify diagnostic and predictive biomarkers. Targeted next-generation sequencing-based CGP was performed on 116 archived Taiwanese breast cancer specimens, assessing genomic alterations (GAs), including single nucleotide variants, copy number variants, fusion genes, tumor mutation burden (TMB), and microsatellite instability (MSI) status. Predictive variants for FDA-approved therapies were evaluated within each subtype. In the cohort, frequent mutations included PIK3CA (39.7%), TP53 (36.2%), KMT2C (9.5%), GATA3 (8.6%), and SF3B1 (6.9%). All subtypes had low TMB, with no MSI-H tumors. Among HR + HER2- patients, 42% (27/65) harbored activating PIK3CA mutations, implying potential sensitivity to PI3K inhibitors and resistance to endocrine therapies. HR + HER2- patients exhibited intrinsic hormonal resistance via FGFR1 gene gain/amplification (15%), exclusive of PI3K/AKT pathway alterations. Aberrations in the PI3K/AKT/mTOR and FGFR pathways were implicated in chemoresistance, with a 52.9% involvement in triple-negative breast cancer. In HER2+ tumors, 50% harbored GAs potentially conferring resistance to anti-HER2 therapies, including PIK3CA mutations (32%), MAP3K1 (2.9%), NF1 (2.9%), and copy number gain/amplification of FGFR1 (18%), FGFR3 (2.9%), EGFR (2.9%), and AKT2 (2.9%). This study presents CGP findings for treatment-naïve Taiwanese breast cancer, emphasizing its value in routine breast cancer management, disease classification, and treatment selection.

Comparison of primary versus metastatic tumor tissue sources when designing panels for whole genome–based tumor-informed ctDNA assays in clear cell renal cell carcinoma.

3039 Background: Due to low shedding and low tumor-mutation burden, metastatic clear cell renal cell carcinoma (ccRCC) is poorly modeled by current cell-free circulating tumor DNA (ctDNA) assays. Second generation tumor-informed ctDNA approaches may demonstrate improved sensitivity in ccRCC, where somatic variants identified by whole-genome sequencing (WGS) of tumor tissue are tracked in probe panels to monitor molecular residual disease (MRD) in patient plasma. However, intertumoral genomic heterogeneity of input tissue may hinder optimal panel design. Here we evaluated the concordance of ctDNA results using panels designed from primary nephrectomy or metastatic tumors in ccRCC. Methods: In five patients with oligometastatic ccRCC (≤5 lesions of metastatic disease; median of 1, range 1-4), 13 primary tumor, 24 metastatic lesion subsites and matched buffy coat samples were collected. Baseline plasma was collected prior to radiotherapy. Samples were tested with Myriad Genetics High-Definition MRD assay. Briefly, tumor and normal DNA were whole-genome sequenced (median coverage 30x). A sub-panel with up to 1000 somatic variants was designed for each lesion subsite; variants could be common across sub-panels. Sites were enriched using hybridization capture from patient plasma-derived cfDNA and sequenced to high depth. A statistical model of variant allele counts was used to assess the presence or absence of ctDNA (MRD status) and infer quantitative tumor fraction. Results: Median time from nephrectomy or most recent metastasis sample collection to baseline plasma collection was 146 months (71-169) and 32 months (7-48), respectively. Median panel probe count per patient was 4,311 (3,400-5,000) and per tumor sample was 1,545 (102-2,158). Confident calls were emitted for tumor fractions ranging from 0.0004% to 0.027%. Baseline MRD status was fully concordant across sub-panels derived from primary tumor lesion subsites and metastases in three of five patients (3/5; 60%). Of the patients with discordant calls, a single metastasis-derived sub-panel (comprising 20%-25% of metastatic sub-panels) called MRD discordantly in each. Of the three patients MRD positive at baseline, only one was alive at last follow up. All patients MRD negative at baseline are still alive. Conclusions: A tumor-informed, WGS MRD assay for ccRCC showed comparable performance between probe capture panels designed from primary tumor and metastatic lesion subsites despite differences in anatomical location and time from plasma collection. This result suggests that intertumoral genomic heterogeneity may not be consequential in MRD assays that leverage large panels to detect ctDNA variants, obviating the need for repeat biopsies of metastatic sites. Work is underway to validate this MRD assay in a larger cohort of patients with ccRCC before and after treatment.

BIOLUMA: A phase II trial of nivolumab and ipilimumab in lung cancer—Results from the SCLC TMBhigh cohort.

8099 Background: Therapeutic options and prognosis for patients with small-cell lung cancer (SCLC) remain poor. Treatment with checkpoint inhibition can achieve remarkable responses, but this holds true for a small percentage of SCLC patients only. While tumor mutation burden (TMB) emerged as possible predictive biomarker for nivolumab and ipilimumab combination therapy in SCLC patients, to our knowledge, tissue-based TMB has never been evaluated prospectively in SCLC patients. Here, we present the results of the cohort 2b of the BIOLUMA trial, which evaluates efficacy and safety of nivolumab in combination with ipilimumab in SCLC patients with high tumor mutation burden. Methods: BIOLUMA is an investigator initiated multicentre non-randomised phase II trial in 2nd line patients with SCLC. The initial all-comer SCLC cohort was amended for inclusion of patients with high TMB only. FFPE tumor tissue was used for TMB pre-screening by whole exome sequencing (WES) at time of first diagnosis. TMBhigh was defined as the upper tertile of total missense mutations. After progression on platinum-based therapy, patients received 4 cycles of nivolumab 1 mg/kg q3w in combination with ipilimumab 3 mg/kg q3w and subsequently nivolumab 240 mg flat dose as monotherapy. Primary endpoint was overall response rate (ORR) of the combination therapy. Additionally, exploratory analyses of sequential tumor biopsies and blood samples were performed at different time points. Results: TMB analysis was feasible for most patients without necessity of performing additional tumor biopsy. Evaluation of TMB on FFPE tumor tissue obtained at first diagnosis was sufficient for TMB analysis in 92.5% of cases. TMB status was determined for 297 patients: 45.8% belonged to the TMB high group, while 54.2% had low or medium TMB. In total, 45 TMBhigh patients were enrolled in the study with 44 subjects evaluable for primary endpoint analysis. Six patients (13.6%) showed response to therapy, of whom in 4 patients (9%) response could be confirmed according to RECIST 1.1 criteria. One patient, who is not evaluable for endpoint analysis experienced a remarkably long lasting PR, which is still ongoing for more than three years. This patient received concomitant palliative radiation during induction with nivolumab and ipilimumab. Disease control rate (DCR) was 20.4% (n=9), three more patients showed unconfirmed SD. Three patients with confirmed PR or SD experienced long lasting treatment benefit, which is still ongoing at data cut-off. Conclusions: This represents the first trial to prospectively evaluate the combination therapy of nivolumab and ipilimumab in TMBhigh SCLC patients. The primary endpoint ORR was not reached. However, we observed an impressive clinical benefit in single patients, which warrants further investigation in order to get more insight into the mechanisms leading to these long-lasting tumor responses. Clinical trial information: NCT03083691 .

Comparative analysis of targetable mutations and genomic-directed therapy by tumor genomic profile in soft tissue sarcoma: A single-center retrospective study.

e23534 Background: The use of tumor genomic profile (TGP) has led to improved genomic-directed therapies in many solid cancers. Due to its heterogeneity, soft tissues sarcomas (STS) have not benefited much from these genomic advances. Emerging research indicates that about 30% STS have actionable alterations which can lead to potential treatment options (Gounder et al. Nature 2022). Our study aimed to compare the differences in genomic-directed therapy between Non-Hispanic White (NHW) and Hispanic (H) patients with STS at Dignity Health Cancer Institute. Methods: We performed a retrospective analysis of medical records using the electronic medical record. Our study specifically examined patients diagnosed with STS, with a sample size of 14 NHW and 19 H individuals.The eligibility criteria consisted of known diagnosis of STS with completed TGP. We conducted a descriptive analysis using GraphPad Prism Software, where mutations were evaluated as continuous variables. The statistical significance of differences between groups was assessed using an unpaired t-test, with a significance level of < 0.05. Results: We found 73 tumor alterations, with 11 potentially targetable (15.2%). Most patients had negative to low tumor mutational burden (0-2 mut/Mb) with only 2 patients with high TMB ( > 10 mut/Mb). The most common mutations were TP53 and CDK4 with 9 patients (12%) each. The NHW group had an average of 2.57 mutations (standard deviation = 2.87), whereas the H group had an average of 1.42 mutations (standard deviation = 1.35). The median values were 2 and 1, respectively, with no statistically significant difference (p = 0.21). The average for mutations of unknown significance was 1.54 in NHW individuals, while it was 1.00 in Hispanics. In the NHW group showed 11 males and 3 females, while the H group included 14 males and 5 females. There was no significant difference in gender representation between the two groups (p = 1). 3 patients (9%) received non-FDA approved treatments based on TGP (1 CDKN2A-abemaciclib, 1 CDK4-ribociclib and 1 IDH1-ivosidenib) and 2 patients (6.6%) were enrolled in clinical trials. Conclusions: Our investigation reveals that there is no statistically significant disparity in the frequency of mutations between NHW and H groups in our sample. Nevertheless, there was an evident inclination towards an increased frequency of mutations in NHW. Similarly, the occurrence of mutations with uncertain significance was slightly higher in NHWs, although the difference was not statistically significant. Only a minority of patients had targetable mutations or were enrolled in clinical trials. However, the routine use of genomic profiles may lead to more personalized treatments. Our research emphasizes the need to expand the use of comprehensive genomic profiles to increase directed treatments for patients with STS.

Associations of ctDNA clearance and pathological response after neoadjuvant treatment in patients with locally advanced oral cancer.

6043 Background: Neoadjuvant treatment (NAT) has improved clinical outcomes in some patients with locally advanced oral squamous cell carcinoma (LAOSCC). Effective biomarkers assessing the treatment response is still lacking. Previous studies have posed the potential of circulating tumor DNA (ctDNA) in monitoring treatment response, but the underlying mechanisms behind non-shedding in tumors remain unclear. Methods: 29 LAOSCC patients received NAT followed by surgery were enrolled. Seven (24.1%), 9 (31%), and 13 (44.8%) patients received NAT of apatinib+camrelizumab, TPF chemoagents, and toripalimab+paclitaxel+cisplatin, respectively. Tumor tissues before NAT underwent whole exome sequencing and whole transcriptome resequencing. Blood samples at pre-NAT (T0), mid-NAT (T1), before surgery (T2) and after surgery (T3) were analyzed using a tumor-informed, personalized NGS assay. Multi-omics analysis, including ctDNA status, was performed with patients' clinical features and outcomes. Results: Among the 29 patients received NAT, the MPR rate was 55.2% (16/29), and the pCR rate was 27.6% (8/29). At baseline(T0), ctDNA was detectable in 25/29 (86.2%) patients, which decreased over time (T1: 77.8%; T2: 51.7%; T3: 6.9%). Persistent ctDNA at T2 indicates a higher rate of residual disease after NAT (100% non-pCR) compared to ctDNA-negative patients (42.8% non-pCR; p = 0.0047). All patients achieving pCR at T2 were ctDNA-negative (n=8, 100%) including 2 non-shedders. The PPV and NPV for predicting pCR by ctDNA clearance at T2 were 57.1% (8/14) and 100% (15/15), respectively. ARSF, CFAP47, or HAUS8 mutations at baseline were associated with significantly higher pCR rates (p<0.05). Four non-shedders with undetectable ctDNA at T0 were significantly enriched in patients with negative lymph nodes, lower clinical T stage, and high CPS score. The non-shedders had significantly lower tumor mutational burden (TMB), higher stromal score and cancer-associated fibroblast (CAF) (p<0.05). Spatial transcriptome analysis further supports that MHC-II pathway-related genes were significantly up-regulated in the non-shedders. The enhancing communication intensity between CAFs, endothelial cells and T cells might provide an anti-cancer immune microenvironment for non-shedders. Conclusions: Our results indicate that the clearance of ctDNA clearance at T2 was associated with an improved pCR rate. Furthermore, our findings shed light on the factors that prevent ctDNA release from oral squamous cell carcinoma.[Table: see text]

Multi-omics comprehensive analysis reveals the predictive value of N6-methyladenosine- related genes in prognosis and immune escape of bladder cancer.

N6-methyladenosine (m6A) is the most frequent RNA modification in mammals, and its role in bladder cancer (BC) remains rarely revealed. To predict the value of m6A-related genes in prognosis and immunity in BC. We performed multiple omics analysis of 618 TCGA and GEO patients and used principal component analysis (PCA) to calculate the m6A score for BC patients. We described the multiple omics status of 23 m6A methylation-related genes (MRGs), and four m6A clusters were identified, which showed significant differences in immune infiltration and biological pathways. Next, we intersected the differential genes among m6A clusters, and 11 survival-related genes were identified, which were used to calculate the m6A score for the patients. We found that the high-score (HS) group showed lower tumor mutation burden (TMB) and TP53 mutations and better prognosis than the low-score (LS) group. Lower immune infiltration, higher expression of PD-L1, PD-1, and CTLA4, and higher immune dysfunction and immune exclusion scores were identified in the LS group, suggesting a higher possibility of immune escape. Finally, the experimental verification shows that the m6A related genes, such as IGFBP1, plays an important role in the growth and metastasis of bladder cancer. These findings revealed the important roles of m6A MRGs in predicting prognosis, TMB status, TP53 mutation, immune functions and immunotherapeutic response in BC.

Primary Squamous Cell Carcinoma of the Thyroid Has a Molecular Genetic Profile Distinct From That of Anaplastic Thyroid Carcinoma: A Whole Exome Sequencing and Gene Expression Profiling Study.

Primary squamous cell carcinoma (SCC) of the thyroid and anaplastic thyroid carcinoma (ATC) show significant clinical and histologic overlap. Their biological behaviors are so similar that the fifth WHO updates SCC as a morphologic pattern of ATC rather than a separate entity. However, molecular genomic evidence that determines them as the same histologic type is limited. We aimed to explore whether they belong to the same classification from a molecular-typing perspective. A cohort enrolled 15 SCCs and 15 ATCs was collected. Whole exome sequencing (WES) and RNA-sequencing were performed to analyze molecular genetic and gene-expression profiles. Significantly differential-mutant genes were BRAF, DPCR1, PCYOX1L, BRSK2, NRG1, PRR14L, TET1, VAMP4 suggesting differences in mutation level, as well as differences in high-frequency mutated genes, and SCC had a much lower tumor mutation burden than ATC. Mutational co-occurrence and mutual exclusion were less frequent in SCC than in ATC. 2047 differential-express genes were screened, indicating differences in gene expression were extremely strong. In principal component analysis, ATC and SCC could be notably clustered together, respectively, meanwhile they could be explicitly distinguished. Unsupervised clustering analysis validated they can indeed be clearly separated from each other which demonstrated that they may be two distinctive entities. It is controversial yet SCC is classified as a morphologic pattern of ATC. We revealed that SCC exhibited molecular genetic characteristics distinct from ATC. Although the fifth WHO categorizes them together, this study may provide strong molecular genetic evidence for the next edition of WHO classification that may allow for the separation of thyroid SCC from ATC.

Immunotherapy in thymic epithelial tumors: tissue predictive biomarkers for immune checkpoint inhibitors.

Thymic epithelial tumors (TETs) are rare malignant neoplasms arising in the thymus gland. Nevertheless, TETs, including thymomas (TMs), thymic carcinomas (TCs), and thymic neuroendocrine neoplasms (TNENs), are the most common mediastinal malignancies overall. A multidisciplinary approach is required for the appropriate diagnostic and therapeutic management of TETs. To date, the main therapeutic strategies are largely depended on the stage of the tumor and they include surgery with or without neoadjuvant or adjuvant therapy, represented by platinum-based chemotherapy, radiotherapy or chemoradiotherapy. Immune checkpoint inhibitors (ICIs) are ongoing under evaluation in the advanced or metastatic diseases despite the challenges related to the very low tumor mutation burden (TMB) and the high incidence of immune-related adverse events in TETs. In this regard, predictive impact of tissue biomarkers expression such as programmed cell death ligand-1 (PD-L1), and other emerging biomarkers, as well as their optimal and shared interpretation are currently under evaluation in order to predict response rates to ICIs in TETs.

Clinical Characteristics, Patterns of Care, and Treatment Outcomes of Radiation-Associated Sarcomas.

Radiation-associated sarcomas (RASs) are rare tumors with limited contemporary data to inform prognostication and management. We sought to identify the clinical presentation, patterns of care, and prognostic factors of RASs. RAS patients treated at a single institution from 2015 to 2021 were retrospectively reviewed for clinicopathologic variables, treatment strategies, and outcomes. Thirty-eight patients were identified with a median follow-up of 30.5 months. The median age at RAS diagnosis was 68.4 years (27.9-85.4), with a median latency from index radiotherapy (RT) of 9.1 years (3.7-46.3). RAS histologies included angiosarcoma (26%), undifferentiated pleomorphic sarcoma (21%), and osteosarcoma (18%). Most were high-grade (76%). Genomic profiling revealed low tumor mutational burden, frequent inactivating TP53 mutations (44%), CDKN2A deletions (26%), and MYC amplifications (22%), particularly in breast angiosarcomas. Of 38 patients, 33 presented with localized disease, 26 of whom were treated with curative intent. Overall, the median progression-free survival (PFS) was 9.5 months (1.4-34.7), and the overall survival (OS) was 11.1 months (0.6-31.6). Patients with localized vs. metastatic RASs had a longer PFS (HR, 3.0 [1.1-8.5]; p = 0.03) and OS (HR, 3.0 [1.04-8.68]; p = 0.03). Among localized RAS patients, high grade was associated with shorter OS (HR, 4.6 [1.04-20.30]; p = 0.03) and resection with longer OS (mean 58.8 vs. 6.1 months, HR, 0.1 [0.03-0.28]; p < 0.001). Among patients undergoing resection, negative margins were associated with improved OS (mean 71.0 vs. 15.5 months, HR, 5.1 [1.4-18.2]; p = 0.006). Patients with localized disease, particularly those undergoing R0 resection, demonstrated significantly better outcomes. Novel strategies are urgently needed to improve treatment outcomes in this challenging group of diseases.

Harmonizing tumor mutational burden analysis: Insights from a multicenter study using in silico reference data sets in clinical whole-exome sequencing (WES).

Tumor mutational burden (TMB) is a significant biomarker for predicting immune checkpoint inhibitor response, but the clinical performance of whole-exome sequencing (WES)-based TMB estimation has received less attention compared to panel-based methods. This study aimed to assess the reliability and comparability of WES-based TMB analysis among laboratories under routine testing conditions. A multicenter study was conducted involving 24 laboratories in China using in silico reference data sets. The accuracy and comparability of TMB estimation were evaluated using matched tumor-normal data sets. Factors such as accuracy of variant calls, limit of detection (LOD) of WES test, size of regions of interest (ROIs) used for TMB calculation, and TMB cutoff points were analyzed. The laboratories consistently underestimated the expected TMB scores in matched tumor-normal samples, with only 50% falling within the ±30% TMB interval. Samples with low TMB score (<2.5) received the consensus interpretation. Accuracy of variant calls, LOD of the WES test, ROI, and TMB cutoff points were important factors causing interlaboratory deviations. This study highlights real-world challenges in WES-based TMB analysis that need to be improved and optimized. This research will aid in the selection of more reasonable analytical procedures to minimize potential methodologic biases in estimating TMB in clinical exome sequencing tests. Harmonizing TMB estimation in clinical testing conditions is crucial for accurately evaluating patients' response to immunotherapy.

Efficacy of Pembrolizumab vs. Nivolumab Plus Ipilimumab in Metastatic NSCLC in Relation to PD-L1 and TMB Status.

The efficacy of immune checkpoint inhibitor (ICI) therapy concerning programmed death ligand 1 (PD-L1) status is well established in patients diagnosed with non-small cell lung cancer (NSCLC). However, there remains a paucity of evidence regarding the efficacy concerning tumor mutational burden (TMB) in both clinical trials and real-world data (RWD). In the current article, clinicopathological and molecular epidemiological data were meticulously collected, and treatment modalities were meticulously recorded. The final analysis included a study population of 194 patients. Median age was 67 years (range 37-86), with the majority being male (71.13%), and 85.71% of patients were either current or former smokers at diagnosis. Adenocarcinoma accounted for most diagnoses (71.65%), followed by squamous cell carcinoma (24.23%). In terms of PD-L1 status, 42.78% had an expression level below 1%, 28.35% had an expression between 1-49%, and 28.87% had an expression above 50%. The TMB ranged from 0 to 75, with a median of 10.31 (range 0-75) for PD-L1 expression below 1%, with a median of 9.73 (range 0.95-39.63) for PD-L1 expression between 1-49%, and a median of 9.72 (range 0.95-48) for PD-L1 expression above 50%. Corresponding to patients with low PDL-1 less than 1% and low TMB (0-5), the median overall survival (mOS) was 16 (p = 0.18), and 15 months (p = 0.22), patients with medium PDL-1 (1-49%) and medium TMB (5-10), the mOS was 15 (p = 0.18) and 16 months (p = 0.22), patients with high PDL-1 (>50) and high TMB (>10), the mOS was 24 (p = 0.18) and 21 (p = 0.22) months. This study represents the largest academic RWD dataset concerning PD-L1 and TMB status in patients with locally advanced and metastatic NSCLC.

Identification of DNA methylation characteristics associated with metastasis and prognosis in colorectal cancer

Colorectal cancer (CRC) is prone to metastasis and recurrence after surgery, which is one of the main causes for its poor treatment and prognosis. Therefore, it is essential to identify biomarkers associated with metastasis and recurrence in CRC. DNA methylation has a regulatory role in cancer metastasis, tumor immune microenvironment (TME), and prognosis and may be one of the most valuable biomarkers for predicting CRC metastasis and prognosis. We constructed a diagnostic model and nomogram that can effectively predict CRC metastasis based on the differential methylation CpG sites (DMCs) between metastatic and non-metastatic CRC patients. Then, we identified 17 DMCs associated with progression free survival (PFS) of CRC and constructed a prognostic model. The prognosis model based on 17 DMCs can predict the PFS of CRC with medium to high accuracy. The results of immunohistochemical analysis indicated that the protein expression levels of the genes involved in prognostic DMCs were different between normal and colorectal cancer tissues. According to the results of immune-related analysis, we found that the low-risk patients had better immunotherapy response. In addition, high risk scores were negatively correlated with high tumor mutation burden (TMB) levels, and patients with low TMB levels in the high-risk group had the worst PFS. Our work shows the clinical value of DNA methylation in predicting CRC metastasis and PFS, as well as their correlation with TME, immunotherapy, and TMB, which helps understand the changes of DNA methylation in CRC metastasis and improving the treatment and prognosis of CRC.

KRAS Allelic Variants in Biliary Tract Cancers

Biliary tract cancers (BTCs) contain several actionable molecular alterations, including FGFR2, IDH1, ERBB2 (formerly HER2), and KRAS. KRAS allelic variants are found in 20% to 30% of BTCs, and multiple KRAS inhibitors are currently under clinical investigation. To describe the genomic landscape, co-sequence variations, immunophenotype, genomic ancestry, and survival outcomes of KRAS-mutated BTCs and to calculate the median overall survival (mOS) for the most common allelic variants. This retrospective, multicenter, pooled cohort study obtained clinical and next-generation sequencing data from multiple databases between January 1, 2017, and December 31, 2022. These databases included Princess Margaret Cancer Centre, MD Anderson Cancer Center, Foundation Medicine, American Association for Cancer Research Project GENIE, and cBioPortal for Cancer Genomics. The cohort comprised patients with BTCs who underwent genomic testing. The main outcome was mOS, defined as date of diagnosis to date of death, which was measured in months. A total of 7457 patients (n = 3773 males [50.6%]; mean [SD] age, 63 [5] years) with BTCs and genomic testing were included. Of these patients, 5813 had clinical outcome data available, in whom 1000 KRAS-mutated BTCs were identified. KRAS allelic variants were highly prevalent in perihilar cholangiocarcinoma (28.6%) and extrahepatic cholangiocarcinoma (36.1%). Thirty-six KRAS allelic variants were identified, and the prevalence rates in descending order were G12D (41%), G12V (23%), and Q61H (8%). The variant G12D had the highest mOS of 25.1 (95% CI, 22.0-33.0) months compared with 22.8 (95% CI, 19.6-31.4) months for Q61H and 17.8 (95% CI, 16.3-23.1) months for G12V variants. The majority of KRAS-mutated BTCs (98.9%) were not microsatellite instability-high and had low tumor mutational burden (ranging from a median [IQR] of 1.2 (1.2-2.5) to a mean [SD] of 3.3 [1.3]). Immune profiling through RNA sequencing of KRAS and NRAS-mutated samples showed a pattern toward a more immune-inflamed microenvironment with higher M1 macrophage activation (0.16 vs 0.12; P = .047) and interferon-γ expression compared with wild-type tumors. The G12D variant remained the most common KRAS allelic variant in all patient ancestries. Patients with admixed American ancestry had the highest proportion of G12D variant (45.0%). This cohort study found that KRAS allelic variants were relatively common and may be potentially actionable genomic alterations in patients with BTCs, especially perihilar cholangiocarcinoma and extrahepatic cholangiocarcinoma. The findings add to the growing data on genomic and immune landscapes of KRAS allelic variants in BTCs and are potentially of value to the planning of specific therapies for this heterogeneous patient group.

Comprehensive Genomic Characterization in Ovarian Low-Grade and Chemosensitive and Chemoresistant High-Grade Serous Carcinomas

Introduction: Genomic characterization of serous ovarian carcinoma (SOC), which includes low-grade serous carcinoma (LGSC) and high-grade serous carcinoma (HGSC), remains necessary to improve efficacy of platinum-based chemotherapy. The aim of this study was to investigate the genomic variations in these SOC groups, also in relation to chemoresponse. Methods: Forty-five samples of SOC were retrospectively analyzed by next-generation sequencing on DNA/RNA extracts from formalin-fixed, paraffin-embedded (FFPE) tumor samples obtained at diagnosis. HGSCs were classified as platinum-resistant and platinum-sensitive. Results: In the LGSC group, 44% of the carcinomas had mutually exclusive variants in the RAS/RAF pathway, while additional likely oncogenic variants in the CDKN2A, SMARCA4, and YAP1 genes were observed in the remaining LGSCs. Tumor mutation burden (TMB) was significantly lower in the intrinsically chemoresistant LGSC group than in the HGSC group. In the HGSC cohort, TP53 variants were found in 90% and homologous recombination repair (HRR) pathway variants in 41% of the neoplasms. HGSCs of the chemoresistant group without classic mutations in the HRR pathway were characterized by additional variants in FGFR2 and with an FGFR3::TACC3 fusion. In addition, HGSCs showed MYC, CCNE1, and AKT2 gains that were almost exclusively observed in the chemosensitive HGSC group. Conclusion: These results suggest that very low TMB and MYC, CCNE1, and AKT2 gains in SOC patients may be biomarkers related to platinum treatment efficacy. Thorough genomic characterization of SOCs prior to treatment might lead to more specific platinum-based chemotherapy strategies.

Abstract PO5-15-09: DNA damage induced necroptosis predicts response to radioimmunotherapy

Abstract Background: More than half of all cancer patients receive radiotherapy (RT) during their cancer experience. DNA damage induced by RT can initiate a pro-inflammatory immune response within the tumor microenvironment (TME), yet this response is not uniformly observed across all tumors. Mre11 is one of the first responders to double stranded breaks and coordinates the DNA damage response. Recent work in our lab reveals that Mre11 is required for cGAS mediated detection of cytoplasmic DNA, in turn activating STING to engage the type I interferon signaling pathway, downstream of which can activate ZBP1/RIPK3/MLKL mediated necroptosis. The purpose of this study is to determine if expression of the necroptotic pathway may predict whether breast tumors benefit from RT to overcome ICI resistance and induce systemic anti-tumor immunity in the form of an abscopal response. Methods: Four Trp53-/- Balb/c breast cancer syngeneic allograft models with low tumor mutational burden and resistance to dual ICI (anti-PD1 and anti-CTLA4, BioXcell) were used. Mice were implanted with bilateral tumors and randomly divided into four treatment cohorts: untreated, RT, ICI, or RT+ICI, where RT (8Gyx3) was administered to one tumor. Two lines exhibited abscopal responses to RT+ICI (i.e., “abscopal models”), whereas the other two did not (i.e., “non-abscopal models”). To identify gene expression patterns associated with abscopal responding breast tumors, we performed spatial transcriptomic analysis of tumors 10 days after initiating treatment using the GeoMx whole transcriptome assay targeting panCK+ tumor cells and tumor adjacent CD45+ immune cells (N &amp;gt;5 for each treatment group and tumor type). Unsupervised hierarchical clustering was performed to identify gene expression patterns across areas of interest. Genes selectively induced by RT+ICI in abscopal models that were not induced in non-abscopal models were identified using two-tailed t-test and FDR correction for multiple testing (FDR&amp;lt; 5%). DeSEQ2 and GSEA analysis were performed using publicly available mouse gene sets (Broad Institute). Results: The TME in untreated tumors in the abscopal models demonstrate upregulation in the B cell survival pathway and apoptotic pathways compared to untreated tumors in non-abscopal models. Hierarchical clustering of immune related genes in CD45+ segments of RT+ICI treated tumors exhibiting an abscopal response revealed a global shift in gene expression profiles after treatment. GSEA analysis of CD45+ segments from abscopal models shows that RT+ICI treatment results in enrichment of the interferon mediated signaling pathway including interferon alpha (p&amp;lt; 0.0001), interferon beta (p&amp;lt; 0.0001), type II interferon response (p&amp;lt; 0.0001), and antigen processing and presentation (p&amp;lt; 0.0001). In tumor cells of breast cancers demonstrating the abscopal response, Isg15 and Zbp1 are highly induced by RT+ICI. The necroptotic pathway, including Zbp1, Ripk3, and Mlkl, are significantly higher expressed in the panCK+ tumors known to demonstrate the abscopal response. Conclusion: Breast cancer models with an abscopal response to RT+ICI demonstrate higher expression of Isg15 and Zbp1, both of which are involved in secreted inflammatory signaling. The TME in these models have increased interferon signaling and antigen presentation in response to RT+ICI. The role of DNA damage induced necroptosis in generating an abscopal response in breast cancer warrants further investigation as a potential biomarker for response to RT+ICI combination therapy. Citation Format: Anna Goddard, Qinhong Wang, Minguk Cho, Lynn Lerner, Gaorav Gupta. DNA damage induced necroptosis predicts response to radioimmunotherapy [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 PO5-15-09.

Abstract PO5-24-06: Genomic findings in metastatic breast cancer

Abstract Introduction: Although metastatic breast cancer is the second leading cause of cancer death in women, the genomic findings in metastatic breast cancer are not as well characterized as those of primary breast cancers. Metastatic tumors are genetically heterogenous, enriched for resistance mutations, and often lack targetable alterations. Improved understanding of the molecular mechanisms that drive metastatic disease of all receptor subtypes is required to identify possible molecular targets and to develop new targeted therapies in an effort to reduce the mortality. Methods: A cohort of 50 metastatic breast cancer cases (n=33 ER+/PR+, n=3 ER+/HER2+, n=3 ER-/HER2+ n=11 TNBC) sequenced at our medical center between 2018-2023 was evaluated, and the molecular findings of the major subtypes were analyzed. Genomic data included mutations, copy number alterations, tumor mutation burden and microsatellite instability. Results: The most frequent somatic alteration were PIK3CA mutations, involving 17/33 of ER+/PR+/HER- tumors, 5/11 TNBC tumors and 5/6 HER+ cases. TP53 mutations (frameshift and missense) were more frequently identified in TNBC and HER2+ cases (p&amp;lt; 0.05). Recurrent CCND1, FGFR1 and MYC copy number amplifications were seen almost exclusively in hormone receptor positive/HER2- tumors (p &amp;gt;0.05). ESR1 mutations involved 15% of the ER positive cancers and were frequently associated with co-occurring CCND1 and FGFR1 copy number gains. Significant genomic losses that drive tumorigenesis were also detected. Both CDKN2a and PTEN deletions were found in ER/PR positive disease, as well as triple negative tumors. Genomic deletions associated with worse outcomes such as TP53 and DICER1 were also detected. ERBB2 amplification was 100% concordant with our immunohistochemical and FISH results for the 6 HER2 positive cases. All 50 cases demonstrated a low tumor mutation burden and were microsatellite stable. Conclusion: We detected driver alterations that involve multiple pathways including estrogen receptor signaling, PI3K/AKT/MTOR, the cell cycle, and receptor tyrosine kinases. The genomic alterations are enriched for resistance mechanisms, like ESR1 mutations and FGFR1 gains that mediate resistance to endocrine treatment, as well as PIK3CA, also implicated in both endocrine and HER2-targeting therapy resistance. Of particular interest, were the amplifications detected in the ER+/PR+ tumors, such as CCND1 on chromosome 11q, FGFR1 on 8p and MYC on 8q, which were detected in almost half (45%) of our hormone receptor positive cohort. Some of the identified driver amplifications also define a subset of the Integrated Molecular Subtypes (Curtis et al., Nature; 486(7403): 346–352), i.e., Clusters 2, 6 and 9 that are typically hormone receptor positive but associated with either a very poor prognosis (Cluster 2) or an intermediate prognosis (Clusters 6 and 9), unlike the copy neutral ER positive tumors or those with the classic 1p and 16q alterations. Therefore, copy number profiling of advanced-stage breast cancers may be a useful tool for determining prognosis, identifying possible targetable driver pathways and selecting appropriate patients for molecularly guided clinical trials. Citation Format: Kimberly Cole, Melissa Tjota, Jeremy Segal, Peng Wang, Susanne Crespo-Ramos. Genomic findings in metastatic 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 PO5-24-06.

Intrahepatic cholangiocarcinoma with FGFR alterations: A series of Chinese cases with an emphasis on their clinicopathologic and genetic features

Intrahepatic Cholangiocarcinoma (iCCA) with FGFR alterations is relatively rare, and its identification is important in the era of targeted therapy. We collected a large series of FGFR-altered cases in the Chinese population and characterized their clinicopathological and genetic features. Among the 18 FGFR-altered cases out of 260 iCCAs, 10 were males and 8 were females, ranging in age from 35 to 74 years (mean, 57.3 years; median, 58 years). Pathologically, they include 9 cases of large duct (LD, 50 %) and small duct (SD, 50 %) types each. All of them (100 %, 18/18) showed microsatellite stable (MSS) and low tumor mutation burden (TMB). Genetically, FGFR alterations involved FGFR1 (20 %), FGFR2 (70 %), and FGFR3 (10 %), with FGFR2 rearrangement accounting for the most (11/18). The most frequently altered genes/biological processes were development/proliferation-related pathways (44 %), chromatin organization (20 %), and tumor suppressors (32 %). Our study further revealed the clinicopathological and genetic features of FGFR-altered iCCA and demonstrated that its occurrence may show regional or ethnic variability and is less common in the Chinese population. A significant number of LD-type iCCA cases also have FGFR alterations rather than the SD type.

A Five-gene Signature based on MicroRNA for Predicting Prognosis and Immunotherapy in Stomach Adenocarcinoma.

We aimed to classify molecular subtypes and establish a prognostic gene signature based on miRNAs for the prognostic prediction and therapeutic response in Stomach adenocarcinoma (STAD). STAD is a common diagnosed gastrointestinal malignancy and its heterogeneity is a big challenge that influences prognosis and precision therapies. Present study was designed to classify molecular subtypes and construct a prognostic gene signature based on miRNAs for the prognostic prediction and therapeutic response in STAD. The objective of this study is to investigate the molecular subtypes and prognostic model for STAD. A STAD specific miRNA-messenger RNA (mRNA) competing endogenous RNA (ceRNA) network was generated using the RNA-Seq and miRNA expression profiles from The Cancer Genome Atlas (TCGA) database, in which miRNA-related mRNAs were screened. Molecular subtypes were then determined using miRNA-related genes. Through univariate Cox analysis and multivariate regression analysis, a prognostic model was established in GSE84437 Train dataset and validated in GSE84437 Test, TCGA, GSE84437 and GSE66229 datasets. Immunotherapy datasets were employed for assessing the performance of the risk model. Finally, quantitative reverse transcription-polymerase chain reaction (qRT-PCR) was applied to validate the expression of hub genes used for the risk score signature. We constructed a ceRNA network containing 84 miRNAs and 907 mRNAs and determined two molecular subtypes based on 26 genes from the intersection of TCGASTAD and GSE84437 datasets. Subtype S2 had poor prognosis, lower tumor mutational burden, higher immune score and lower response to immunotherapy. Subtype S1 was more sensitive to Sorafenib, Pyrimethamine, Salubrinal, Gemcitabine, Vinorelbine and AKT inhibitor VIII. Next, a five-gene signature was generated and its robustness was validated in Test and external datasets. This risk model also had a good prediction performance in immunotherapy datasets. This study promotes the underlying mechanisms of miRNA-based genes in STAD and offers directions for classification. A five-gene signature accurately predicts the prognosis and helps therapeutic options.

Clustering of HR + /HER2− breast cancer in an Asian cohort is driven by immune phenotypes

Breast cancer exhibits significant heterogeneity, manifesting in various subtypes that are critical in guiding treatment decisions. This study aimed to investigate the existence of distinct subtypes of breast cancer within the Asian population, by analysing the transcriptomic profiles of 934 breast cancer patients from a Malaysian cohort. Our findings reveal that the HR + /HER2− breast cancer samples display a distinct clustering pattern based on immune phenotypes, rather than conforming to the conventional luminal A-luminal B paradigm previously reported in breast cancers from women of European descent. This suggests that the activation of the immune system may play a more important role in Asian HR + /HER2− breast cancer than has been previously recognized. Analysis of somatic mutations by whole exome sequencing showed that counter-intuitively, the cluster of HR + /HER2− samples exhibiting higher immune scores was associated with lower tumour mutational burden, lower homologous recombination deficiency scores, and fewer copy number aberrations, implicating the involvement of non-canonical tumour immune pathways. Further investigations are warranted to determine the underlying mechanisms of these pathways, with the potential to develop innovative immunotherapeutic approaches tailored to this specific patient population.