Machine-learning based subgroups of AL amyloidosis and cumulative incidence of mortality and end stage kidney disease.

Immunoglobulin light chain (AL) amyloidosis is a multisystem disease with varied treatment options and disease-related outcomes. Current staging systems rely on a limited number of cardiac, renal, and plasma cell dyscrasia biomarkers. To improve prognostication for all-cause mortality and end-stage kidney disease (ESKD), we applied unsupervised machine learning using a comprehensive set of clinical and laboratory parameters. Our study cohort comprised 2067 patients with newly diagnosed, biopsy-proven AL amyloidosis from the Boston University Amyloidosis Center. Variables included 31 clinical symptoms and 28 baseline laboratory values. Our clustering algorithm identified three subgroups of AL amyloidosis (low-risk, intermediate-risk, and high-risk) with distinct clinical phenotypes and median overall survival (OS) estimates of 6.1, 3.7, and 1.2 years, respectively. The 10-year adjusted cumulative incidences of all-cause mortality were 66.8% (95% CI 63.4-70.1), 75.4% (95% CI 72.1-78.6), and 90.6% (95% CI 87.4-93.3) for low, intermediate, and high-risk subgroups. The 10-year adjusted cumulative incidences of end-stage kidney disease (ESKD) were 20.4% (95% CI 6.1-24.5), 37.6% (95% CI 31.8-43.8), and 6.7% (95% CI 2.8-11.3) for low-risk, intermediate-risk, and high-risk subgroups. Finally, we trained a classifier for external validation with high cross-validation accuracy (85% [95% CI 83-86]) using a subset of easily obtainable clinical parameters. This marks an initial stride toward integrating precision medicine into risk stratification of AL amyloidosis for both all-cause mortality and ESKD.

Functional Status and Quality of Life in Light-Chain Amyloidosis: Advanced Imaging, Longitudinal Changes, and Outcomes.

BACKGROUND: In light-chain (AL) amyloidosis, whether functional status and heart failure-related quality of life (HF-QOL) correlate with cardiomyopathy severity, improve with therapy, and are associated with major adverse cardiac events (MACE) beyond validated scores is not well-known. OBJECTIVES: The authors aimed to: 1) correlate functional status and HF-QOL with cardiomyopathy severity; 2) analyze their longitudinal changes; and 3) assess their independent associations with MACE. METHODS: This study included 106 participants with AL amyloidosis, with 81% having AL cardiomyopathy. Functional status was evaluated using the NYHA functional class, the Karnofsky scale, and the 6-minute walk distance (6MWD), and HF-QOL using the MLWHFQ (Minnesota Living with Heart Failure Questionnaire). Cardiomyopathy severity was assessed by cardiac 18F-florbetapir positron emission tomography/computed tomography, cardiac magnetic resonance, echocardiography, and serum cardiac biomarkers. MACE were defined as all-cause death, heart failure hospitalization, or cardiac transplantation. RESULTS: NYHA functional class, Karnofsky scale, 6MWD, and MLWHFQ were impaired substantially in participants with recently diagnosed AL cardiomyopathy (P < 0.001), and correlated with all markers of cardiomyopathy severity (P ≤ 0.010). NYHA functional class, 6MWD, and MLWHFQ improved at 12 months in participants with cardiomyopathy (P ≤ 0.013). All measures of functional status and HF-QOL were associated with MACE (P ≤ 0.017), independent of Mayo stage for 6MWD and MLWHFQ (P ≤ 0.006). CONCLUSIONS: Functional status and HF-QOL were associated with AL cardiomyopathy severity, improved on therapy within 12 months, and were associated with MACE, independently of Mayo stage for 6MWD and MLWHFQ. They may be validated further in addition to prognostic scores and as surrogate outcomes for future studies.

Factors impeding organ recovery despite a deep haematological response in patients with systemic AL amyloidosis.

Patients with AL amyloidosis can have persistent organ dysfunction despite achieving a haematological complete response (hemCR). We aimed to identify factors for organ non-response among 143 patients who achieved hemCR for ≥6 months. Kidney, heart and liver non-response were observed in 40/117 (34%), 19/68 (28%) and 3/17 (18%) patients respectively. Predisposing factors varied by organ system. Kidney non-responders had more advanced organ dysfunction at diagnosis, whereas heart non-responders had disproportionately more lambda-typic amyloidogenic light chains. Most patients without an apparent reason for organ non-response had detectable residual clonal disease. The interplay of factors impeding organ recovery in AL amyloidosis is complex.

An updated AL-Base reveals ranked enrichment of immunoglobulin light chain variable genes in AL amyloidosis.

Background: Each monoclonal antibody light chain associated with AL amyloidosis has a unique sequence. Defining how these sequences lead to amyloid deposition could facilitate faster diagnosis and lead to new treatments. Methods: Light chain sequences are collected in the Boston University AL-Base repository. Monoclonal sequences from AL amyloidosis, multiple myeloma and the healthy polyclonal immune repertoire were compared to identify differences in precursor gene use, mutation frequency and physicochemical properties. Results: AL-Base now contains 2,193 monoclonal light chain sequences from plasma cell dyscrasias. Sixteen germline precursor genes were enriched in AL amyloidosis, relative to multiple myeloma and the polyclonal repertoire. Two genes, IGKV1-16 and IGLV1-36, were infrequently observed but highly enriched in AL amyloidosis. The number of mutations varied widely between light chains. AL-associated κ light chains harbored significantly more mutations compared to multiple myeloma and polyclonal sequences, whereas AL-associated λ light chains had fewer mutations. Machine learning tools designed to predict amyloid propensity were less accurate for new sequences than their original training data. Conclusions: Rarely-observed light chain variable genes may carry a high risk of AL amyloidosis. New approaches are needed to define sequence-associated risk factors for AL amyloidosis. AL-Base is a foundational resource for such studies.

Long-term outcomes of renal AL amyloidosis patients undergoing autologous stem cell transplantation: Validating the performance of the renal staging system.

Renal AL amyloidosis can be complicated by end-stage renal disease (ESRD) requiring renal replacement therapy (RRT). In this study, we describe the long-term outcomes of renal AL amyloidosis patients undergoing autologous stem cell transplantation (ASCT) and assess the utility of the renal staging system. Retrospective study of renal AL patients (n = 697; Mayo Clinic, Boston University) who underwent ASCT between 2003 and 2020. Renal stage was assigned based on 24-h proteinuria and estimated glomerular filtration rate measurements. Renal survival was defined as the time from ASCT until initiation of RRT, while patients who were not placed on RRT were censored at their last follow-up. With a median follow-up of 10.4 years, RRT was required in 149 patients (21%). The median time from ASCT to ESRD was 3.4 years, with late events of progression to ESRD seen >10 years from ASCT. Pre-ASCT renal stage was significantly associated with the cumulative incidence of RRT: 3-year RRT rate was 3%, 10%, and 37% for renal stages I, II, and III, respectively. However, in the 2012-2020 period subset, a significant decrease in ESRD risk was noted across all renal stages (3-year RRT 0%, 5%, and 24%, respectively). In multivariate analysis, renal survival was independently associated with the pre-ASCT renal stage, lambda isotype, bone marrow plasmacytosis ≥20%, post-ASCT hematologic response, and year of ASCT. Long-term outcomes of renal AL amyloidosis treated with ASCT are presented. Renal stage reliably predicts renal outcomes in patients with AL undergoing ASCT, despite a reduction in the proportion of patients progressing to RRT in recent years.

Prognostic impact of cytogenetic abnormalities by FISH in AL amyloidosis with daratumumab-based frontline therapy.

We performed an international retrospective cohort study to investigate the prognostic impact of cytogenetic abnormalities by FISH in 283 patients with AL amyloidosis treated with frontline daratumumab-bortezomib-cyclophosphamide-dexamethasone (Dara-VCD) or Dara-VD. The cytogenetic subgroups of interest were t(11;14), gain/amp(1q) [hereafter, +1q], hyperdiploidy, deletion(13q), del(17p), and myeloma high-risk (HR) translocations (t[4;14], t[14;16], or t[14;20]). The endpoints of interest were rate of hematologic complete response (heme CR), very good partial response or better (≥VGPR), and hematologic event-free survival (Heme EFS). The incidence of abnormalities was following: t(11;14)-53.4%; deletion (13q)-28.9%; +1q-22.3%; hyperdiploidy-19.4%; HR translocations-6.6%; and deletion(17p)-4.5%. The heme-CR rate by cytogenetic subgroups were: t(11;14) vs no t(11;14)-45.2% vs 41.8% (p=0.597); del(13q) vs no del(13q)-46.8% vs 42.8% (p=0.594); +1q vs no +1q-30.2% vs 47.9% (p=0.022); hyperdiploidy vs no hyperdiploidy-39.5% vs 44.9% (p=0.541); HR translocations vs none: 45.5% vs 43.1% (p=0.877); and del(17p) vs no del(17p)-50.0% vs 42.9% respectively (p=0.658). Similarly, +1q was the only subgroup with a significantly lower ≥VGPR rate (64.2% vs 79.0%; p=0.033). At a median follow-up of 19.8 months, the median heme-EFS was 49.6 months (95% CI, 24.7-not reached [NR]), and the 2-year OS was 80.98% (95% CI, 75.6-85.4). The presence of+1q was significantly associated with worse heme-EFS on multivariate analysis (HR 2.06, 95% CI, 1.14-3.71; p=0.017). Notably, there was no adverse prognostic impact of t(11;14) on heme EFS or OS. In conclusion, +1q is associated with worse outcome in the daratumumab-era. Clinical trials testing novel immunotherapies frontline should be enriched in +1q to further improve outcomes in this subgroup.

Graded Organ Response and Progression Criteria for Kidney Immunoglobulin Light Chain Amyloidosis.

Importance: Kidney light chain (AL) amyloidosis is associated with a risk of progression to kidney replacement therapy (KRT) and death. Several studies have shown that a greater reduction in proteinuria following successful anticlonal therapy is associated with improved outcomes. Objective: To validate graded kidney response criteria and their association with kidney and overall survival (OS). Design, Setting, and Participants: This retrospective, multicenter cohort was conducted at 10 referral centers for amyloidosis from 2010 to 2015 and included patients with kidney AL amyloidosis that was evaluable for kidney response and who achieved at least hematologic partial response within 12 months of diagnosis. The median follow-up was 69 (54-88) months. Data analysis was conducted in 2023. Exposure: Four kidney response categories based on the reduction in pretreatment 24-hour urine protein (24-hour UP) levels: complete response (kidCR, 24-hour UP ≤200 mg), very good partial response (kidVGPR, >60% reduction in 24-hour UP), partial response (kidPR, 31%-60% reduction), and no response (kidNR, ≤30% reduction). Kidney response was assessed at landmark points (6, 12, and 24 months) and best kidney response. Main Outcomes and Measures: Cumulative incidence of progression to KRT and OS. Results: Seven-hundred and thirty-two patients (335 women [45.8%]) were included, with a median (IQR) age of 63 (55-69) years. The median (IQR) baseline 24-hour proteinuria and estimated glomerular filtration rate was 5.3 (2.8-8.5) g per 24 hours and 72 (48-92) mL/min/1.73m2, respectively. In a competing-risk analysis, the 5-year cumulative incidence rates of progression to KRT decreased with deeper kidney responses as early as 6 months from therapy initiation (11%, 12%, 2.1%, and 0% for kidNR, kidPR, kidVGPR, and kidCR, respectively; P = .002) and were maintained at 12 months and 24 months and best kidney response. Patients able to achieve kidCR/kidVGPR by 24 months and at best response had significantly better OS compared with kidPR/kidNR. Kidney progression, defined as a 25% or greater decrease in estimated glomerular filtration rate, was associated with cumulative incidence of progression to KRT and OS. Conclusions and Relevance: The results of this cohort study suggest that graded kidney response criteria offers clinically and prognostically meaningful information for treating patients with kidney AL amyloidosis. The response criteria potentially inform kidney survival based on the depth of reduction in 24-hour proteinuria levels and demonstrate an OS advantage for those able to achieve kidCR/kidVGPR compared with kidPR/kidNR. Taken together, achievement of at least kidVGPR by 12 months is needed to ultimately improve kidney and patient survival.

Abnormal global longitudinal strain and reduced serum inflammatory markers in cardiac AL amyloidosis patients without significant amyloid fibril deposition.

Background: Cardiac dysfunction in AL amyloidosis is thought to be partly related to the direct impact of AL LCs on cardiomyocyte function, with the degree of dysfunction at diagnosis as a major determinant of clinical outcomes. Nonetheless, mechanisms underlying LC-induced myocardial toxicity are not well understood. Methods: We identified gene expression changes correlating with human cardiac cells exposed to a cardiomyopathy-associated κAL LC. We then sought to confirm these findings in a clinical dataset by focusing on clinical parameters associated with the pathways dysregulated at the gene expression level. Results: Upon exposure to a cardiomyopathy-associated κAL LC, cardiac cells exhibited gene expression changes related to myocardial contractile function and inflammation, leading us to hypothesize that there could be clinically detectable changes in GLS on echocardiogram and serum inflammatory markers in patients. Thus, we identified 29 patients with normal IVSd but abnormal cardiac biomarkers suggestive of LC-induced cardiac dysfunction. These patients display early cardiac biomarker staging, abnormal GLS, and significantly reduced serum inflammatory markers compared to patients with clinically evident amyloid fibril deposition. Conclusion: Collectively, our findings highlight early molecular and functional signatures of cardiac AL amyloidosis, with potential impact for developing improved patient biomarkers and novel therapeutics.

Systemic Amyloidosis and Kidney Transplantation: An Update.

Amyloidosis is a heterogeneous disorder characterized by abnormal protein aggregate deposition that often leads to kidney involvement and end-stage kidney disease. With advancements in diagnostic techniques and treatment options, the prevalence of patients with amyloidosis requiring chronic dialysis has increased. Kidney transplantation is a promising avenue for extending survival and enhancing quality of life in these patients. However, the complex and heterogeneous nature of amyloidosis presents challenges in determining optimal referral timing for transplantation and managing post-transplantation course. This review focuses on recent developments and outcomes of kidney transplantation for amyloidosis-related end-stage kidney disease. This review also aims to guide clinical decision-making and improve management of patients with amyloidosis-associated kidney disease, offering insights into optimizing patient selection and post-transplant care for favorable outcomes.

Quantification of right ventricular amyloid burden with 18F-florbetapir positron emission tomography/computed tomography and its association with right ventricular dysfunction and outcomes in light-chain amyloidosis.

AIMS: In systemic light-chain (AL) amyloidosis, quantification of right ventricular (RV) amyloid burden has been limited and the pathogenesis of RV dysfunction is poorly understood. Using 18F-florbetapir positron emission tomography/computed tomography (PET/CT), we aimed to quantify RV amyloid; correlate RV amyloid with RV structure and function; determine the independent contributions of RV, left ventricular (LV), and lung amyloid to RV function; and associate RV amyloid with major adverse cardiac events (MACE: death, heart failure hospitalization, cardiac transplantation). METHODS AND RESULTS: We prospectively enrolled 106 participants with AL amyloidosis (median age 62 years, 55% males) who underwent 18F-florbetapir PET/CT, magnetic resonance imaging, and echocardiography. 18F-florbetapir PET/CT identified RV amyloid in 63% of those with and 40% of those without cardiac involvement by conventional criteria. RV amyloid burden correlated with RV ejection fraction (EF), RV free wall longitudinal strain (FWLS), RV wall thickness, RV mass index, N-terminal pro-brain natriuretic peptide, troponin T, LV amyloid, and lung amyloid (each P < 0.001). In multivariable analysis, RV amyloid burden, but not LV or lung amyloid burden, predicted RV dysfunction (EF P = 0.014; FWLS P < 0.001). During a median follow-up of 28 months, RV amyloid burden predicted MACE (P < 0.001). CONCLUSION: This study shows for the first time that 18F-florbetapir PET/CT identifies early RV amyloid in systemic AL amyloidosis prior to alterations in RV structure and function. Increasing RV amyloid on 18F-florbetapir PET/CT is associated with worse RV structure and function, predicts RV dysfunction, and predicts MACE. These results imply a central role for RV amyloid in the pathogenesis of RV dysfunction.

Evaluating the Amyloidosis Speakers Bureau: the influence of amyloidosis patients' narratives on medical students' knowledge, attitudes, and behavioral intent.

Background:  Amyloidosis is a complex multi-systemic disease. Lack of knowledge about amyloidosis and subsequent mis- or under-diagnosis are major obstacles to treatment, which result in life-threatening organ damage, morbidity, and mortality. Hence, the purpose of this study is to explore the effectiveness of amyloidosis patients' narratives on medical students. Methods:  The Amyloidosis Speakers Bureau (ASB) arranges for amyloidosis patients to speak about their diagnostic and treatment experiences with medical students. Using a randomized post-test only experiment, we compared the effectiveness of patients' narratives between two groups (treatment and control). Outcome measures included medical students' intent to actively communicate with patients, acquire knowledge about amyloidosis, and reconsider diagnoses when warranted. Results:  The treatment group (those who listened to an ASB patient speaker) had higher mean differences on all measures, including the desire to improve communication with patients, acquire and apply knowledge of amyloidosis, and willingness to reconsider diagnoses when symptoms are puzzling. Conclusions:  ASB patient educators widened awareness of an under-diagnosed disease. Listening to a patient's narrative was associated with positive attitudes toward communication with patients, interest in acquiring and applying knowledge of amyloidosis, and humility about diagnosis. Narrative and persuasion theory are used to explain this quantitative evidence of the power of patient narratives.

Predictors of treatment response and survival outcomes in patients with advanced cardiac AL amyloidosis.

Patients with advanced cardiac immunoglobulin light chain (AL) amyloidosis have a poor prognosis. Early hematologic and cardiac responses can prolong survival, but predictors of these outcomes have yet to be clarified. We report on 142 patients with newly diagnosed stage IIIb AL amyloidosis. After a median follow-up of 60 months, the median overall survival (OS) was 9 months. Independent baseline factors associated with shorter OS were symptom onset to diagnosis >6 months (hazard ratio [HR], 1.94; P = .003); bone marrow plasmacytosis ≥ 10% (HR, 1.98; P = .01); troponin I > 0.635 ng/mL (HR, 1.62; P = .04); New York Heart Association class III or IV (HR, 1.67; P = .04); and 6-minute walk test distance < 200 m (HR, 1.85; P = .01). Early hematologic (within 1 month) and cardiac (within 3 months) responses were significantly associated with longer survival. In a 1-month landmark analysis, patients with a hematologic very good partial response, partial response, and no response had a median OS of 47, 25, and 5 months, respectively (P < .0001). Patients with cardiac response at 3 months had significantly longer OS (47 vs 11 months; P < .0001). On multivariable modeling, bortezomib use was associated with early hematologic and cardiac responses and longer OS. Symptom onset to diagnosis duration of >6 months and difference between the involved and uninvolved free light chain > 350 mg/L were independently associated with lower odds of an early cardiac response. This study identified factors predictive of treatment outcomes and survival in advanced cardiac AL amyloidosis.

Safety and Efficacy of Propylene Glycol-Free Melphalan in Patients with AL Amyloidosis Undergoing Autologous Stem Cell Transplantation: Results of a Phase II Study.

Patients with systemic light chain (AL) amyloidosis undergoing treatment with high-dose melphalan and autologous stem cell transplantation (HDM/SCT) may develop renal and cardiac toxicities potentially exacerbated by the co-solvent propylene glycol in conventional melphalan formulations. We investigated the safety and efficacy of propylene glycol-free melphalan (PGF-Mel) during HDM/SCT in patients with AL amyloidosis (ClinicalTrials.gov identifier NCT02994784). The primary objective of this phase II, open-label study was evaluation for renal dysfunction, new cardiac arrhythmias, and postural hypotension related to autonomic dysfunction. Secondary objectives included time to neutrophil and platelet engraftment, treatment-related mortality (TRM), overall hematologic response, organ response, and number of peritransplantation hospitalizations. Twenty-eight patients with AL amyloidosis enrolled, of whom 27 underwent HDM/SCT. PGF-Mel at 140 to 200 mg/m2 was administered i.v. in 2 equally divided doses. Patients were monitored for up to 30 days after the last administration of PGF-Mel to assess for treatment-related toxicity. Patients were followed for 12 months from the time of treatment with HDM/SCT for evaluation of hematologic and organ responses. Kaplan-Meier analysis was used to estimate progression-free survival. Two patients (7%) developed renal dysfunction, 5 (19%) experienced new cardiac arrhythmias, and 3 (11%) developed orthostatic hypotension. All patients achieved neutrophil and platelet engraftment, at a median of 10 days and 17 days post-HDM/SCT, respectively. TRM on day +100 was 0%. Peritransplantation hospitalization was required for 23 patients (85%). The most common nonhematologic adverse events were diarrhea (93%), fatigue (82%), and nausea (74%). At 6 months post-HDM/SCT, hematologic complete response or very good partial response occurred in 66% of the patients. At 12 months post-HDM/SCT, renal response occurred in 12 of 23 (52%) patients with renal involvement, and cardiac response occurred in 3 of 11 (27%) patients with evaluable cardiac involvement. Our data indicate that PGF-Mel is safe and efficacious as a high-dose conditioning regimen for autologous SCT in patients with AL amyloidosis.