Abstract Multiple myeloma (MM) is a clonal plasma cell (PC) cancer that is preceded by the benign conditions monoclonal gammopathy of undetermined significance (MGUS) and smoldering MM (SMM). While MGUS/SMM PCs are not proliferative, many of the oncogenes and chromosomal abnormalities in MM PCs are also present in MGUS/SMM. Since oncogenic stress is known to induce cellular senescence, we hypothesized that MGUS/SMM PCs may be in a senescent-like state. Our analysis of a published human dataset (GSE5900) revealed that compared to healthy PCs, MGUS/SMM PCs had significantly increased expression of senescence markers CDKN1A and GADD45A (FDR<0.05). Gene Set Enrichment Analysis (GSEA) showed significant enrichment in MGUS/SMM PCs of our customized senescence phenotyping gene sets (q<0.25). We next evaluated the KaLwRij MGUS mouse model. 10-mo-old female KaLwRij mice were treated with placebo or senolytics (dasatinib+quercetin, D+Q). D+Q treatment significantly reduced PCs compared to placebo, while restoring B cell number and functional gene expression. PCs isolated from D+Q-treated KaLwRij mice exhibited significant reductions in Myc and Il1b expression (p<0.05) versus placebo and a trend towards reduced Trp53 expression (p=0.13), supporting that senescent PCs are targeted by D+Q. Single-cell RNA-seq and single sample (ss)GSEA of 24-mo-old KaLwRij PCs revealed a PC subset enriched for the ‘Plasma Cell Senescence’ gene set, which included genes from our customized gene sets that were differentially expressed in the human PCs dataset GSE5900. Notably, PCs in this subset showed enrichment for ‘Inflammatory SASP’ (median: 15.26%) and ‘Interferon (IFN) SASP’ (39.36%) gene sets. The IFN-SASP is characteristic of late senescence, driven by the accumulation of transposable elements. In the GSE5900 dataset, we found significant enrichment of ‘IFN-SASP’ in SMM (q<0.25) but not MGUS PCs. Further, whole transcriptome RNA-sequencing showed that SMM PCs had increased expression of LINE1 retrotransposon L1HS in relation to normal PCs (FDR<0.1), but not MGUS (FDR=0.83) or MM (FDR=0.5) PCs. Immunostaining confirmed increased cytosolic DNA:RNA hybrids in SMM (median frequency of cells exceeding the intensity threshold = 33%) versus MGUS (16.4%), MM (4.4%), and healthy PCs (1.5%), which is consistent with cytosolic DNA-mediated activation of the IFN SASP in SMM PCs. When these same patients were redistributed according to disease progression, L1HS was higher in patients with progressing SMM and newly diagnosed MM (NDMM) (FDR<0.1) versus patients with stable MGUS (FDR=0.56) or advanced MM (FDR=0.38). Increased DNA:RNA staining was observed in progressing SMM PCs (median frequency = 41%), but the results for NDMM patients (4.4%) and advanced MM (3%) were comparable to healthy or stable patients (3.5%). These data demonstrate that MGUS and SMM PCs exhibit senescence features, suggest mechanisms that may contribute to MM tumorigenesis, and show that pharmacological ablation of senescent cells may prevent progression from MGUS/SMM to MM. Citation Format: Gabriel Alvares Borges, Angelo Jose Guilatco, Christine M. Hachfeld, Ming Ruan, Sonya Royzenblat, Ming Xu, Claire M. Edwards, Marta Diaz-delCastillo, Thomas L. Andersen, Taxiarchis Kourelis, Tamar Tchkonia, James L. Kirkland, Matthew T. Drake, Megan Weivoda. Pre-malignant plasma cells exhibit a senescence-like phenotype and accumulation of transposable elements [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr PR012.
Abstract B023: Enhanced survival and adherence of melphalan-induced senescent-like dormant multiple myeloma cells co-cultured with bone marrow stromal cells
Abstract Multiple myeloma (MM) is an incurable plasma cell cancer. Therapeutic advances have greatly improved patient survival; however, all patients are expected to relapse. New treatments are critically needed to overcome relapse and provide durable response. There is evidence that dormant MM cells exist in the bone marrow, where they exhibit reduced proliferative capacity and resistance to treatment. These cells are present over extended periods of time and may regain proliferative capacity to drive relapse. Tumor dormancy shares features with senescence, a state of stress-induced growth arrest. Chemotherapies, including those used in the treatment of MM, have been shown to cause therapy-induced senescence in a variety of tissues. Dormant MM cells have been shown to be maintained in their non-proliferative state by interactions with bone lining cells. Interestingly, matrix signaling has also been shown to protect against chemotherapy-induced apoptosis in an in vitro ovarian cancer organoid model. Taken together, this suggests that interaction of MM cells with the bone niche maintains growth arrest and survival. We hypothesize that therapy-induced senescence drives dormancy in MM cells that depends on interactions with the mesenchymal bone niche. GFP-expressing 5TGM1 mouse MM cells were treated with vehicle or melphalan for 48 hours and then cultured in the presence or absence of ex vivo mouse bone marrow stromal cells (BMSCs). Cells were maintained for 12 additional days to allow for the development of senescence after the initial stress response. Cells were imaged and quantified during media replacements to assess adherence/survival. Cells were then fixed and stained for nuclei, phospho-γH2AX, and telomeres by immunofluorescence/fluorescence in-situ hybridization (IF/FISH). Melphalan-treated 5TGM1 cells cultured with BMSCs were significantly growth arrested over 2 weeks compared to vehicle-treated cells. Co-culture with BMSCs significantly enhanced melphalan-treated 5TGM1 adherence compared to culture without BMSCs during media replacement. Of note, melphalan-treated 5TGM1 did not survive in the absence of BMSCs after a week in culture. Melphalan-treated 5TGM1 also exhibited significantly greater adherence with BMSCs than vehicle-treated cells. Melphalan-treated 5TGM1 were significantly larger than vehicle-treated cells and exhibited both heterochromatin foci and persistent DNA damage foci associated with telomeres, which are all markers of cellular senescence. Our findings suggest that interactions with BMSCs promote the survival of melphalan-treated MM tumor cells. The enhanced adherence of these cells also suggests that current methods for minimal residual disease assessment may be inadequate, as rare populations of MM cells adhered to the marrow stroma may not be captured by routine bone marrow aspiration. These cells exhibit features of therapy-induced senescence which may be key to MM dormancy. Thus, targeting senescence survival pathways via senolytic therapy may be a novel approach to eliminate dormant MM cells and prevent disease relapse. Citation Format: Angelo J. Guilatco, Gabriel Alvares Borges, Tamar Tchkonia, James L. Kirkland, Taxiarchis Kourelis, Matthew T. Drake, Megan Weivoda. Enhanced survival and adherence of melphalan-induced senescent-like dormant multiple myeloma cells co-cultured with bone marrow stromal cells [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr B023.
Abstract B020: Pre-malignant plasma cells exhibit a senescence-like phenotype and accumulation of transposable elements
Abstract This abstract is being presented as a short talk in the scientific program. A full abstract is available in the Short Talks from Proffered Abstracts section (PR012) of the Conference Proceedings. Citation Format: Gabriel Alvares Borges, Angelo Jose Guilatco, Christine M. Hachfeld, Ming Ruan, Sonya Royzenblat, Ming Xu, Claire M. Edwards, Marta Diaz-delCastillo, Thomas L. Andersen, Taxiarchis Kourelis, Tamar Tchkonia, James L. Kirkland, Matthew T. Drake, Megan Weivoda. Pre-malignant plasma cells exhibit a senescence-like phenotype and accumulation of transposable elements [abstract]. In: Proceedings of the AACR Special Conference: Aging and Cancer; 2022 Nov 17-20; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2022;83(2 Suppl_1):Abstract nr B020.
Thrombosis in multiple myeloma: Risk estimation by induction regimen and association with overall survival
Abstract Lenalidomide‐containing (R) triplet and quadruplet regimens are the standard of care for multiple myeloma (MM) and have been shown to increase the risk of thrombosis. The association between thromboembolism (TE) and survival in the novel multidrug era is not yet delineated. In this study, we evaluated the incidence of TE during the first year of MM diagnosis, its association with the type of induction regimen, and its impact on overall survival. We studied 672 newly diagnosed MM (NDMM) patients who received a triplet or quadruplet lenalidomide‐based induction at the Mayo Clinic, Rochester. TE was diagnosed in 83 patients (12.4%). Of these, 56 (8.3%) had a deep venous thrombosis (DVT), 23 (3.4%) had a pulmonary embolism (PE) with or without the DVT, and 4 (0.6%) patients had a stroke. Carfilzomib‐Rd (KRd) had the highest risk of TE (21.1%, 18/85), followed by quadruplets (11.1%, 5/45), bortezomib‐Rd (9.6%, 51/531), and 0/11 (0%), treated with other lenalidomide‐containing regimens. The difference in TE risk between KRd and the other regimens was statistically significant (OR = 2.6, p < .01). Nine patients developed a TE before being exposed to any treatment. Survival was significantly lower among patients that developed a TE (66 vs. 133 months, p < .01). The association of TE with reduced survival demonstrated in univariate analysis (HR = 2.2, 95% CI = 1.6–3.3) was maintained in the multivariable analysis adjusted for high‐risk interphase fluorescence in situ hybridization (FISH), sex, age, receipt of an upfront transplant, the response at induction, and the International Staging System (ISS) (HR = 2.61, CI = 1.74–3.9). We conclude that TE is an important aspect of MM management, and effective management is especially relevant in the novel treatment era.
Daratumumab, Carfilzomib, Pomalidomide and Elotuzumab for the Treatment of POEMS Syndrome- The Mayo Clinic Experience
Abstract POEMS syndrome is a rare paraneoplastic syndrome and therapies are directed against plasma cells that produce the proteins that cause this syndrome. Novel therapies are widely used in multiple myeloma aiming for plasma cell eradication. However, data on their use in POEMS syndrome are lacking. In this case series, we provide the Mayo Clinic experience in treating 16 patients with relapsed POEMS syndrome with novel agents (daratumumab, carfilzomib, pomalidomide, and elotuzumab). The patients were treated with a doublet including dexamethasone (N = 5) (31%) or in various combinations with other agents: DRd (N = 6), DC(V)d (N = 3), KRd (N = 3), KPd (N = 1), DP(V)d (N = 5), and EloRd (N = 1). The outcomes with novel agent therapies were favorable. Overall, twelve patients treated with daratumumab-based therapies (86%) and five patients treated with carfilzomib-based therapies (83%) responded to therapy. Among patients treated with daratumumab based therapies (N = 14), 9 patients achieved CR/VGPRH, 7 patients achieved CRV, and 5 patients achieved CRP. Among patients treated with carfilzomib-based therapies (N = 6), 3 patients achieved CR/VGPRH, and one achieved PRH. At a median follow-up of 38 months since starting of the novel agent (IQR 24–57), 15 of the patients (93%) are still alive, and the median TTNT was not reached. None of the patients discontinued therapy due to adverse events and no deaths occurred on therapy. Novel therapies were safe with 7 events of hospitalization due to pneumonia (4 in daratumumab-based therapies and 3 on carfilzomib-based therapies), and 4 patients were hospitalized due to volume overload. Three patients experienced infusion-related reactions (IRR) to the first dose of IV daratumumab. The response rate to novel agents was high, and the responses were deep. Novel agent therapies were safe, and no death case occurred on therapy. Future studies are needed to clarify the optimal sequence of novel agents and the best combination.
The impact of Post-Transplant doxycycline in AL amyloidosis – updated results after Long-Term follow up
Abstract Novel therapies in multiple myeloma (MM) have increased the rates of conventional complete remission (CR) in patients. However, patients in CR can have highly heterogeneous outcomes. Novel and more sensitive methods of assessing residual disease burden after therapy will help prognosticate this group better and, ideally, allow individualized therapy adjustments based on response depth in the future. Here, we review novel bone marrow, peripheral blood, and imaging methods for assessing myeloma burden and discuss the opportunities and limitations of incorporating these in everyday clinical practice.
Artificial Intelligence-Enhanced Models to Predict Light Chain Amyloidosis from Patients with Monoclonal Gammopathy of Undetermined Significance and Smoldering Multiple Myeloma
Persistance or Reappearance of Serum Monoclonal Protein Detected By Mass Spectrometry Is a Major Prognostic Factor in Patients with Newly Diagnosed Multiple Myeloma