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595 citation(s) found for "Kyle, Robert A".

Retreatment of multiple myeloma with previously refractory drugs
Goel, Utkarsh , Charalampous, Charalampos , Kapoor, Prashant , Binder, Moritz , Buadi, Francis K. , Dingli, David , Fonder, Amie , Gertz, Morie A. , Hayman, Suzanne R. , Hobbs, Miriam, Hwa, Yi L. , Kourelis, Taxiarchis , Lacy, Martha Q. , Warsame, Rahma , Kyle, Robert A. , Kumar, Shaji , Dispenzieri, Angela , Fonder, Amie , Gertz, Morie A , Kourelis, Taxiarchis , Lacy, Martha Q , Leung, Nelson , Warsame, Rahma , Kumar, Shaji K , Binder, Moritz , Buadi, Francis K , Dingli, David , Dispenzieri, Angela , Gonsalves, Wilson I. , Leung, Nelson , Lin, Yi , Rajkumar, S. Vincent

Blood Advances | November 13, 2024 | Volume: 8 | Issue: 24 | Pages: 6321-6328

10.1182/bloodadvances.2024014723 | PMID 39536293 Get It

Abstract As patients with relapsed/refractory multiple myeloma (RRMM) continue to live longer, they might get exposed to most available drugs and drug classes during the disease course. For such late line RRMM or among patients without access to novel therapies, retreatment with a drug that the disease had previously been refractory to might be one option. In this retrospective study, we describe 315 patients with RRMM at our institution who were retreated with a drug that the disease had been previously refractory to. We found an overall response rate of 56.2% and a median progression-free survival (PFS) of 11 months with retreatment. Patients with a longer time on initial therapy with the index drug (>28.4 months) had a superior PFS with retreatment (median PFS, 16.9 vs 8.1 months; P < .001). Similarly, patients with a longer time gap between the initial line of therapy with index drug and retreatment with index drug (>46.1 months) had better PFS with retreatment (28.2 vs 8.9 months; P = .016). In conclusion, retreatment with a previously refractory drug is a viable therapeutic option for RRMM, with the most significant benefit derived in disease demonstrating sensitivity to initial drug exposure and among those with a longer gap between initial drug exposure and retreatment.
Comparison of progression risk of monoclonal gammopathy of undetermined significance by method of detection
Visram, Alissa , Larson, Dirk R. , Murray, David , Kyle, Robert A. , Slager, Susan L. , Kumar, Shaji , Vachon, Celine M. , Larson, Dirk , Norman, Aaron, Dispenzieri, Angela , Slager, Susan L , Kumar, Shaji K , Vachon, Celine M. , Visram, Alissa , Norman, Aaron D. , Dispenzieri, Angela , Rajkumar, S. Vincent

Blood | October 22, 2024 | Volume: 145 | Issue: 3 | Pages: 325-333

10.1182/blood.2024025415 | PMID 39437710 Get It

Abstract Monoclonal gammopathy of undetermined significance (MGUS) is an asymptomatic premalignant disorder. The current standard of care is not to screen for MGUS, so it is often incidentally diagnosed in the clinic. It is unknown whether the outcomes of screened vs clinically detected MGUS differ. We compared the progression risk between screened vs clinical MGUS cohorts and assessed whether the MGUS detection method affected risk prediction of established clinical factors (score). We included 379 screened MGUS cases from the Olmsted County population-based study and 1384 patients with MGUS diagnosed during routine clinical evaluation at Mayo Clinic. Median follow-up time for the screened vs clinical cohort was 26.6 and 40.1 years, respectively. Accounting for death as a competing risk, the cumulative incidence of progression at 25 years was similar in the screened (11.1% [95% confidence interval [CI], 8.3-14.8]) vs clinical (10.1% [95% CI, 8.6-11.8]) MGUS cohorts, even when stratified by sex, age, or the baseline MGUS risk score. Overall, 0.9 (95% CI, 0.6-1.2) of patients with screened MGUS vs 1.0 (95% CI, 0.9-1.2) of those with clinically detected MGUS experienced disease progression for every 100 person-years of follow-up. MGUS detection method did not modify the association between MGUS risk score and progression risk (pinteraction = 0.217) and did not add to known risk factors for progression (likelihood ratio test; P = .839). Here, we show that progression risk among patients with screened vs clinically detected heavy-chain MGUS was similar. Future studies are needed to assess whether tailored follow-up of patients with screened MGUS affects clinical outcomes.
Multiomics analysis of IgM monoclonal gammopathies reveals epigenetic influence on oncogenesis via DNA methylation
Chohan, Karan , Dasari, Surendra , Abeykoon, Jithma P., Wenzl, Kerstin , Jalali, Shahrzad , Bhardwaj, Vaishali , Paulus, Aneel , Reeder, Craig B. , Chanan-Kahn, Asher, Kapoor, Prashant , Kyle, Robert A. , Novak, Anne J. , Ansell, Stephen M. , Paludo, Jonas , Bhardwaj, Vaishali , Krull, Jordan E , Braggio, Esteban , Gertz, Morie A , Novak, Anne J , Ansell, Stephen M , Paulus, Aneel , Chohan, Karan L , Paludo, Jonas , Mondello, Patrizia , Novak, Joseph P. , Abeykoon, Jithma P. , Yang, Zhi-Zhang , Krull, Jordan E. , Braggio, Esteban , Manske, Michelle K. , Ailawadhi, Sikander , Gertz, Morie A.

Blood | July 5, 2024 | Volume: 144 | Issue: 12 | Pages: 1284-1289

10.1182/blood.2023023639 | PMID 38968152 Get It

Abstract Currently, the role of DNA methylation in the immunoglobulin M (IgM) monoclonal gammopathy disease spectrum remains poorly understood. In the present study, a multiomics prospective analysis was conducted integrating DNA methylation, RNA sequencing (RNA-seq), and whole-exome sequencing data in 34 subjects (23 with Waldenström macroglobulinemia [WM], 6 with IgM monoclonal gammopathy of undetermined significance [MGUS], and 5 normal controls). Analysis was focused on defining differences between IgM gammopathies (WM/IgM-MGUS) compared with controls, and specifically between WM and IgM-MGUS. Between groups, genome-wide DNA methylation analysis demonstrated a significant number of differentially methylated regions that were annotated according to genomic region. Next, integration of RNA-seq data was performed to identify potentially epigenetically deregulated pathways. We found that pathways involved in cell cycle, metabolism, cytokine/immune signaling, cytoskeleton, tumor microenvironment, and intracellular signaling were differentially activated and potentially epigenetically regulated. Importantly, there was a positive enrichment of the CXCR4 signaling pathway along with several interleukin (interleukin 6 [IL-6], IL-8, and IL-15) signaling pathways in WM compared with IgM-MGUS. Further assessment of known tumor suppressor genes and oncogenes uncovered differential promoter methylation of several targets with concordant change in gene expression, including CCND1 and CD79B. Overall, this report defines how aberrant DNA methylation in IgM gammopathies may play a critical role in the epigenetic control of oncogenesis and key cellular functions.
Simplified Risk Stratification Model for Patients With Waldenström Macroglobulinemia
Zanwar, Saurabh , Le‐Rademacher, Jennifer , Durot, Éric , D’Sa, Shirley , Abeykoon, Jithma P. , Mondello, Patrizia , Kumar, Shaji , Ailawadhi, Sikandar, Kyle, Robert A. , Ansell, Stephen M. , Kapoor, Prashant , Sarosiek, Shayna , Paludo, Jonas , Parrondo, Ricardo D , Dispenzieri, Angela , Muchtar, E , Ailawadhi, Sikander , Kyle, Robert A , Delmer, Alain Jacques , Gertz, Morie A , Treon, Steven , Ansell, Stephen M , Castillo, Jorge J , Kapoor, Prashant , Le-Rademacher, Jennifer G , Mondello, Patrizia , Paludo, Jonas , Chhabra, Saurabh , Cook, Joselle , Dispenzieri, Angela , Gonsalves, Wilson I. , Muchtar, Eli , Rajkumar, S. Vincent , Delmer, Alain , Fonseca, Rafaël , Gertz, Morie A. , Treon, Steven P. , Castillo, Jorge J.

Journal of Clinical Oncology | May 24, 2024 | Volume: 42 | Issue: 21 | Pages: 2527-2536

10.1200/jco.23.02066 | PMID 38788183 Get It

PURPOSE Patients with Waldenström macroglobulinemia (WM) have disparate outcomes. Newer therapies have emerged since the development of International Prognostic Scoring System, and MYD88 L265P mutation is now frequently assessed at diagnosis, warranting reexamination of the prognostic parameters. PATIENTS AND METHODS We reviewed records of 889 treatment-naïve patients with active WM, consecutively seen between January 01, 1996, and December 31, 2017, to identify clinical predictors of overall survival (OS) in univariate analyses. Patients with complete data for the parameters significant on the univariate analyses (n = 341) were included in a multivariable analysis to derive a prognostic model, subsequently validated in a multi-institutional cohort. RESULTS In the derivation cohort (n = 341), age (hazard ratio [HR], 1.9 [95% CI, 1.2 to 2.1]; P = .0009), serum lactate dehydrogenase (LDH) above upper limit of normal (HR, 2.3 [95% CI, 1.3 to 4.5]; P = .007), and serum albumin <3.5 g/dL (HR, 1.5 [95% CI, 0.99 to 2.3]; P = .056) were independently prognostic. By assigning a score of 1 point each to albumin <3.5 g/dL (HR, 1.5) and age 66-75 years (HR 1.4) and 2 points for age >75 years (HR, 2.6) or elevated LDH (HR, 2.3), four groups with distinct outcomes were observed on the basis of the composite scores. Five-year OS was 93% for the low-risk (score 0), 82% for low-intermediate risk (score 1), 69% for intermediate-risk (score 2), and 55% for the high-risk (score ≥3; P < .0001) groups. In the validation cohort (N = 335), the model maintained its prognostic value, with a 5-year OS of 93%, 90%, 75%, and 57% for the four groups, respectively ( P < .0001). CONCLUSION Modified Staging System for WM (MSS-WM), utilizing age, albumin, and LDH is a simple, clinically useful, and externally validated prognostic model that reliably risk-stratifies patients with symptomatic WM into four groups with distinct prognosis.
Three‐dimensional telomere profiling predicts risk of progression in smoldering multiple myeloma
Kumar, Shaji , Rajkumar, S. Vincent , Jevremović, Dragan , Kyle, Robert A. , Shifrin, Yulia , Nguyen, Michelle , Husain, Zahabiya, Alikhah, Asieh, Jafari, Anita, Louis, Sherif, Rajkumar, S Vincent , Jevremovic, Dragan , Mai, Sabine , Anderson, Kenneth C.

American Journal of Hematology | May 15, 2024 | Volume: 99 | Issue: 8 | Pages: 1532-1539

10.1002/ajh.27364 | PMID 38747543 Get It

AbstractSmoldering multiple myeloma (SMM) is a precursor stage that precedes multiple myeloma (MM). SMM is heterogenous with nearly 40% of patients progressing to MM in the first 5 years. The high rate of progression of SMM patients highlights the need for early intervention, which underscores the importance of identifying SMM patients with the highest risk of progression. Several risk stratification models showed utility in identifying high‐risk SMM patients; however, these systems showed limited sensitivity. To date, identifying high‐risk SMM patients remains an important clinical need. In this study, we present the 3‐dimensional telomere profiling as a structural biomarker capable of stratifying SMM patients as a function of genomic instability. Quantifying telomere dysfunction using the TeloView technology showed utility in risk stratification of cancer patients, particularly hematological malignancies. In this study, we analyzed 168 SMM patients. We report an AUC in ROC analysis of 0.8 using a subset of the patients as a training dataset. We then conducted a blind validation on a different cohort and demonstrated a positive predictive value of 85% and negative predictive value of 73%, with sensitivity and specificity of 83% and 76%, respectively. We examined the correlation between the TeloView prediction and the 20‐2‐20 scoring system, and cytogenetic abnormalities. We report a correlation of 53% with the 20‐2‐20 scores and over 60% correlation with cytogenetic abnormalities. The result of this study presents the telomere profiling as an effective biomarker able to stratify SMM patients to their respective risk groups with high sensitivity and specificity.
A case of benign immunoglobulin D monoclonal gammopathy of undetermined significance with 26 years of follow‐up
Anderson, Larry D. , Bladé, Joan , Kyle, Robert A. , Anderson, Larry D

eJHaem | January 10, 2024 | Volume: 5 | Issue: 1 | Pages: 235-237

10.1002/jha2.846 | PMID 38406530 Get It

AbstractThe presence of a serum immunoglobulin D (IgD) monoclonal protein (M‐protein) is seen in < 1% of patients with monoclonal gammopathies and is usually indicative of a malignant plasma cell disorder. Only a few cases of well‐documented benign monoclonal gammopathy of undetermined significance (MGUS) of IgD subtype have been reported, and only 2 of those had over 5 years of follow‐up at the time they were reported. Herein we describe longer‐term follow‐up of one of those 2 patients who has subsequently passed away from unrelated causes but never developed multiple myeloma or amyloidosis after 26 years of follow‐up. Although IgD MGUS is extremely rare, this case confirms that presence of an IgD M‐Protein is not always synonymous with a malignant plasma cell process.
PF484 MARKERS ASSOCIATED WITH SHORT SURVIVAL IN PATIENTS WITH WALDENSTRÖM MACROGLOBULINEMIA
Ruan, Gordon , Abeykoon, Jithma P. , Zanwar, Saurabh , Ansell, Stephen M. , Reeder, Craig B. , Lacy, Martha Q. , Kyle, Robert A. , Kumar, Shaji , Kapoor, Prashant , Gertz, Morie A. , Ailawadhi, Sikander , Dispenzieri, Angela , Dingli, David , Go, Ronald S. , Leung, Nelson , Buadi, Francis K. , Gonsalves, Wilson I. , Rajkumar, S. Vincent

HemaSphere | December 31, 2023 | Volume: 3 | Issue: S1 | Pages: 194

10.1002/j.2572-9241.2019.tb00083.x Get It

Background:Waldenström Macroglobulinemia (WM) is a rare, indolent B‐cell lymphoplasmacytic malignancy. Patient outcomes are highly heterogeneous, with a proportion of patients surviving less than 5 years (short survivors) and another proportion that survive longer than 10 years. The laboratory parameters in the currently used International Prognostic Scoring System for WM (IPSSWM) include hemoglobin, serum IgM, platelet count, and serum β2‐microglobulin.Aims:We aim to identify unique patient characteristics and prognostic features associated with short survival in WM.Methods:The medical records of patients with active WM that were diagnosed at Mayo Clinic Rochester, Arizona, and Florida between January 1st, 1996 and December 31st, 2013 were reviewed. The patients with smoldering WM were excluded. Cohorts of patients who either survived ≤ 5 years (Short Survival Group) or those with an overall survival (OS) ≥ 10 years (Long Survival Group) from the diagnosis of active disease were compared. Survivors with a follow‐up of ≤ 5 years were not included in the analyses. Two‐sided Wilcoxon rank sum test and Chi square/Fisher's exact test were used to compare the continuous and categorical variables, respectively. The variables that were statistically significant on univariate analysis (P < 0.05) were included in a multivariate logisitic regression analysis.Results:Of 893 consecutively seen WM patients (median follow‐up of 9 years [95% CI 8.4–9.7]), we identified 387 patients who could be categorized into either the Short Survival Group (n = 171 patients, 44%) or the Long Survival Group (n = 216, 56%). The Short Survival Group had a median OS of 2.4 years (2.1–2.8) and median age at diagnosis of 73 years (42–93), while the Long Survival Group (n = 216, 56%) had a median OS of 18.9 years (16‐NR) and median age at diagnosis of 62 years (31–85). The baseline characteristics and significant findings between the two groups are listed in the Table. Parameters significant on univariate analysis included age >65 years, albumin < 3.5 g/dL, β2‐microglobulin >3 μg/ml, and LDH > upper limit of normal (ULN). On multivariate analysis, albumin <3.5 g/dL and LDH > ULN were independently associated with short survival. Among the Long Survivors, 60 (28%) patients survived 15 years or more.Summary/Conclusion:Lactate dehydrogenase above the ULN and serum albumin <3.5 g/dL are independent biomarkers of short survival in WM. The MYD88 L265P status and the size of serum IgM are not prognostic in WM. Our data suggest the need for simplification of the current staging system with the use of widely available markers: serum albumin and lactate dehydrogenase.image
Modified Staging System for Waldenström Macroglobulinemia (MSS-WM): A Multi-Institutional Externally Validated Prognostic Model for Active/Symptomatic Waldenström Macroglobulinemia
Zanwar, Saurabh , Durot, Éric , D’Sa, Shirley , Abeykoon, Jithma P. , Kumar, Shaji , Kyle, Robert A. , Ansell, Stephen M. , Kapoor, Prshant, Le‐Rademacher, Jennifer , Mondello, Patrizia , Sarosiek, Shayna , Paludo, Jonas , Chhabra, Saurabh , Cook, Joselle , Parrondo, Ricardo D , Dispenzieri, Angela , Gonsalves, Wilson I. , Muchtar, Eli , Ailawadhi, Sikander , Rajkumar, S. Vincent , Delmer, Alain , Fonseca, Rafaël , Gertz, Morie A. , Treon, Steven P. , Castillo, Jorge J.

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 3030-3030

10.1182/blood-2023-179940 Get It

Background: Waldenström Macroglobulinemia (WM) is an indolent lymphoma with heterogeneous outcomes. The recently developed, Revised International Prognostic Scoring System for WM (rIPSS-WM) did not examine the prognostic impact of MYD88L265P, a somatic alteration present in most patients with WM. Moreover, rIPSS-WM could only be partially validated in an external cohort. Here, we report the performance of rIPSS-WM and propose a refined prognostic model with external validation. Methods: We reviewed medical records of treatment-naïve patients with active WM consecutively seen at Mayo Clinic, Rochester (MCR) between 01/01/1996 and 12/31/2017. We applied the rIPSS-WM model in patients with data available for all required parameters, including age, serum beta-2 microglobulin (β2M), serum lactate dehydrogenase (LDH) and serum albumin at diagnosis to assess the prognostic utility of this model. We then identified the dichotomized clinical and laboratory parameters prognostic for overall survival (OS) by univariate analyses (UVA) in our cohort. The significant parameters were analyzed to independently predict OS in a multivariable analysis (MVA) and to create a prognostic model, which was subsequently validated in an independent multi-institutional cohort. Results: We identified 889 patients with active WM at MCR, with a median follow-up of 8.2 [95% confidence interval (CI): 7.5-9] years. The estimated median OS for this cohort was 10.6 (95%CI: 9.7-11.4) years. Patients with available data in this cohort for the validation of rIPSS-WM (n=241) were risk stratified into very low (n=46), low (n=64), intermediate (n=58), high (n=46) and very-high risk groups (n=27) per rIPSS-WM, with the respective 5-year OS rates of 96%, 76%, 72%, 77% and 32%, demonstrating overlapping survival curves for the low, intermediate and the high-risk groups. Because rIPSS-WM could not be validated, we used the data from the MCR cohort and identified age at diagnosis of active WM, LDH &gt;upper limit of normal (ULN), β2M &gt;3µg/mL and albumin &lt;3.5g/dL as statistically significant prognostic markers for OS on UVA. Notably, the presence of MYD88 L265P did not impact OS [median 11.4 years (95%CI: 10.1-not reached (NR) for MYD88 L265P genotype (n=231) versus 10 years (95% CI: 8.1-NR) for MYD88 WT genotype (n=65); p=0.33]. On MVA, LDH &gt;ULN (HR 2.34), serum albumin &lt;3.5 g/dL (HR 1.5) and age groups 65-75 years (HR 1.4) and &gt;75 years (HR 2.6) were independently prognostic. Based on comparable HRs, we assigned a score of 1 point each to serum albumin &lt;3.5 g/dL and age group 66-75 years and similarly, 2 points each for age &gt;75 years and serum LDH &gt;ULN per their impact on OS. Patients with the composite scores of 0, 1 and 2 were categorized as low risk, low- intermediate risk and intermediate risk, respectively. Due to similar OS for the scores of 3 to 5, these were combined to form the high-risk group of our proposed model: Modified Staging System for WM (MSS-WM). The median OS was 14.6 years [95%CI: 9.1 years-NR] for low-risk (score 0, n=71, 21%), 11.2 years (95% CI: 9.1-15.2 years) for low-intermediate risk (score 1, n=110, 32%), 8.1 years (95% CI: 6.4-12.2) for intermediate risk (score 2, n=81, 24%) and 5.5 years (95 % CI: 3.9-11 years) for the high-risk group (score ≥3, n=79, 23%); p&lt;0.0001. In this derivation cohort, the 5-year OS rate was 93%, 82%, 69% and 55% and 10-year OS rate was 60%, 53%, 45% and 30% for the low, low-intermediate, intermediate, and high-risk cohort, respectively ( Figure 1A). We also validated MSS-WM using competing risk analysis (p=0.001) and in the cohort of rituximab treated patients (p&lt;0.0001). We then used data from an independent series of 335 treatment-naïve symptomatic patients from academic institutions (n=5) across the US and Europe for external validation of the MSS-WM model. The median follow-up for the validation cohort was 6.3 years (95% CI: 5.5-7.2 years). The 5-year OS was 93%, 90%, 75% and 57% and the estimated 10-year OS was 91%, 80%, 64% and 35% for the low risk (n= 86, 26%), low-intermediate (n=107, 32%), intermediate (n=86, 26%) and high-risk (n=59, 18%) cohorts, respectively (p&lt;0.0001, Figure 1B). Conclusions: Our proposed model, MSS-WM, is a simple, clinically useful, externally validated model that reliably risk stratifies previously untreated patients with active WM into four groups that have distinct outcomes based on the composite scores derived from the patients' age, serum albumin and serum LDH at diagnosis.
Genome-Wide DNA Methylation Analysis Reveals Epigenetic Influence on Intracellular and Cytokine Signaling Pathways in Waldenström Macroglobulinemia Compared to IgM-MGUS
Chohan, Karan , Dasari, Surendra , Abeykoon, Jithma P. , Wenzl, Kerstin , Jalali, Shahrzad , Paulus, Aneel , Reeder, Craig B. , Chanan‐Khan, Asher , Kapoor, Prashant , Kyle, Robert A. , Novak, Anne J. , Ansell, Stephen M. , Paulus, Aneel , Chohan, Karan L , Paludo, Jonas , Mondello, Patrizia , Novak, Joseph P. , Yang, Zhi-Zhang , Bhardwaj, Vaishali , Krull, Jordan E. , Braggio, Esteban , Manske, Michelle K. , Ailawadhi, Sikander , Gertz, Morie A.

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 1622-1622

10.1182/blood-2023-182874 Get It

Introduction: Waldenström macroglobulinemia (WM) is a rare B-cell lymphoma that may be preceded by an asymptomatic IgM-monoclonal gammopathy of undetermined significance (MGUS). The mechanisms underlying the progression from IgM-MGUS to WM remain to be fully elucidated; however, the stepwise accumulation of genomic abnormalities has been suggested as a potential driver. Currently, the role of epigenetic regulation of DNA remains underexplored in this disease spectrum. Aberrant DNA methylation is a hallmark of oncogenesis that plays an important role in hematologic malignancies. The aim of this study was to assess differential DNA methylation in WM compared to IgM-MGUS and identify hyper- and hypomethylated pathways that may alter key cellular functions. Methods: This study included 15 patients with WM and 6 with IgM-MGUS. Bone marrow samples were prospectively collected and CD19+ and/or CD138+ B cells were positively selected. Subsequently, genome-wide DNA methylation analysis was performed. CpG methylation ratios were segmented into 200-bp regions and differentially methylated regions (DMRs) comparing WM to IgM-MGUS were identified. DMRs with a Q-value &lt;0.05 and absolute methylation difference of ≥20% were considered significant and utilized for analysis. DMRs were annotated according to genomic regions of interest (promotors, 3'UTR, 5'UTR, introns, exons, CpG islands, CpG shores). Next, genes with significant promotor hyper- or hypomethylation were assessed using the Ingenuity Pathway Analysis. Pathways with a corrected p-value&lt;0.05 were considered statistically significant and a Z-value was calculated based on the degree of differential methylation. Results: Genome-wide DNA methylation analysis revealed a significant number of DMRs (n= 15691, hyper: 8248; hypo: 7443) in WM compared to IgM-MGUS. Assessing genomic regions, promotors (hyper: 1379; hypo: 2403), introns (hyper: 1548; hypo: 2292), CpG shores (hyper: 587; hypo: 849) and 3'UTR (hyper: 66; hypo: 193) regions were observed to have a significantly greater number of hypomethylated DMRs (all comparisons, p&lt;0.001) in WM compared to IgM-MGUS (Figure A). While exons (hyper: 1686; hypo: 1378), CpG islands (hyper: 2128; hypo: 82), and 5'UTR (hyper: 854; hypo: 246) regions had a significantly greater number of hypermethylated DMRs (all comparisons, p&lt;0.001) (Figure A). Next, promotor methylation-based pathway analysis revealed differential methylation of multiple cellular pathways important in WM pathogenesis (Figure B). These included pathways involved in intracellular signaling and the regulation of cellular proliferation, such as the STAT3 and CXCR4 pathways which were hypomethylated, and the PTEN signaling pathway which was hypermethylated. Of interest, we have previously demonstrated the transcription factor, STAT3, to have an increased expression in WM and to be implicated in IgM secretion (Elsawa, 2011). Next, multiple cytokine signaling pathways were observed to be hypomethylated in WM compared to IgM-MGUS including members of the interleukin (IL) family (IL-1, IL-8, IL-15, IL-23), VEGF, and TGF-β. Of relevance, previous studies have demonstrated the elevation of IL-8, IL-15, and increased expression of angiogenic cytokines, including VEGF, in patients with WM (Lewicki, 2010; Anagnostopoulos, 2007). Furthermore, our group has also shown miRNA-based epigenetic regulation of IL-8 and IL-15 in WM compared to IgM-MGUS (Chohan, 2023). Lastly, several pathways critical in the regulation of the cell structure and the extracellular matrix (ECM) were found to be hypomethylated including the FGF, actin cytoskeleton, PAK, and FAK signaling pathways. Of note, the FGF/FGFR axis has been demonstrated to be dysregulated in WM, and its targeting has been shown to halt WM cell growth (Sacco, 2021). Conclusions: This study demonstrates differential DNA methylation of key genomic regions in WM compared to IgM-MGUS. Promotor methylation-based analysis reveals hypomethylation of several important cellular pathways involved in cytokine signaling, cell structure/ECM, and intracellular signaling. These results underscore the influence of epigenetics in the IgM-gammopathy disease spectrum and suggest the potential role of aberrant DNA methylation underlying the malignant progression from IgM-MGUS to WM.
P921: ARTIFICIAL INTELLIGENCE BASED FDG PET/CT RADIOMICS FOR RISK STRATIFICATION IN NEWLY DIAGNOSED MULTIPLE MYELOMA
Shreve, Jacob , Warsame, Rahma , Pritchett, Josh, Kapoor, Prashant , Fonder, Amie , Hayman, Suzanne R. , Kyle, Robert A. , Kumar, Shaji , Charalampous, Charalampos , Buadi, Francis K. , Paludo, Jonas , Dingli, David , Shah, Meera , Leung, Nelson , Gertz, Morie A. , Broski, Stephen M. , Rajkumar, S. Vincent , Binder, Moritz

HemaSphere | August 22, 2023 | Volume: 7 | Issue: S3 | Pages: e156011e

10.1097/01.hs9.0000970588.15601.1e Get It