Citations 708

Blood Plasma Methylated DNA Markers in the Detection of Lymphoma: Discovery, Validation, and Clinical Pilot

American Journal of Hematology | November 20, 2024 | Volume: 100 | Issue: 2 | Pages: 218-228

10.1002/ajh.27533 | PMID 39564730

ABSTRACT Lymphoma is one of the leading causes of cancer and cancer deaths and yet has not been amenable to population screening. The role of methylated DNA markers (MDMs) in the detection of lymphoma has not been extensively studied. We aimed to discover, validate, and test tissue–derived MDMs of lymphoma in archival plasma specimens. Reduced representation bisulfite sequencing (RRBS) was performed on a discovery set of frozen tissues. MDMs identified were converted to methylation–specific PCR assays and validated on independent formalin–fixed, paraffin‐embedded (FFPE) tissues. Target enrichment long–probe quantitative‐amplified signal (TELQAS) assays were developed and assayed in plasma–extracted, bisulfite‐converted DNA from independent treatment‐naïve lymphoma patients and healthy controls. Prediction of cancer status was modeled using random forest model with in silico cross‐validation. After discovery and validation in tissue, 16 TELQAS assays ( ZNF503 , VWA5B1 , HOXA9 , GABRG3 , ITGA5 , MAX.chr17.7190 , BNC1 , CDK20 , MAX.chr4.4069 , TPBG , DNAH14 , SYT6 , CACNG8 , FAM110B , ADRA1D , and NRN1 ) were selected for testing in plasma. These detected 78% (95% CI, 74%–82%) of lymphoma cases at 90% specificity. Excluding marginal zone and T‐cell lymphomas, sensitivity increased to 84% (80%–88%). MDMs in plasma show promise to detect lymphoma and are candidates for inclusion in multi‐cancer detection studies.
Abstract 4141352: Can quantifiable aortic or coronary artery calcifications in the standard of care baseline CT or PET-CT scan of patients with Hodgkin or non-Hodgkin lymphoma serve as a predictor of Major Adverse Cardiovascular Events?

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4141352

Background: Major adverse cardiovascular events (MACE), including myocardial infarction, acute coronary syndrome, ischemic heart disease requiring revascularization, stroke, and heart failure, have been documented as significant contributors to mortality in cancer survivors. Coronary artery calcium (CAC) can predict MACE in non-cancer populations, while calcium in the aorta (CA) has not been evaluated as a prognostic marker. Every patient diagnosed with cancer undergoes a standard-of-care Positron Emission Tomography-Computed Tomography (PET-CT) or a chest CT before the initiation of chemotherapy. Hypothesis: To determine whether the CAC or CA of patients with Hodgkin's or non-Hodgkin's lymphoma, derived from standard-of-care PET-CT/chest CT, can predict the incidence of MACE. Methods: Patients treated with anthracycline-based chemotherapy, diagnosed and followed from January 1, 2013, through June 30, 2023, were included. Patients who did not undergo a PET-CT or CT, and/or developed MACE before treatment initiation were excluded. Univariate and multivariate adjusted Cox regression models were employed to assess whether the presence of CAC, CA, or CAC-CA was associated with the development of MACE. Calcium was retrospectively quantified using TeraRecon software (Durham NC) and categorized as: 0, 1-99, and >100. Outcome analyses was estimated using the Kaplan-Meier method. Results: 326 patients were included, mean age of 55 years (range: 52-60), predominantly male 201 (61%) and white 314 (96%), CAC was found in 89 patients and CA in 140. In the univariate regression model, a statistically significant association was found with values >100 for CA, CAC and CAC-CA with the risk of MACE. (Fig 1a/b/c). CAC equal to 0 demonstrated a significant protective effect against MACE. (Fig 1a). In the multivariable analysis, these associations persisted even after adjusting for comorbidities. (Table 1). Conclusion: CAC, CA and CAC/CA >100 in the standard-of-care CT/PET CT are predictors of MACE in lymphoma patients undergoing anthracycline treatment, a CAC equal to 0 has protective effect, these relationships remained statistically significant after adjusting for comorbidities.
Is there an association of anthracyclines with HFrEF and/or HFpEF in patients treated for breast cancer or lymphoma after 30 years of follow-up? Insights from the Rochester epidemiology project

European Heart Journal | October 28, 2024 | Volume: 45 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehae666.809

Abstract Introduction Anthracyclines (ACs) have been identified as cardiotoxic drugs. They are associated with contractile dysfunction of the heart, which can manifest as heart failure. However, differentiating between HFrEF (left ventricular ejection fractions [LVEF] ≤40%) or HFpEF (LVEF >40%) has been overlooked. Purpose Using a retrospective cohort of patients with breast cancer (BC), Hodgkin (HL) or non-Hodgkin lymphoma (NHL) and controls from the Rochester Epidemiology Project, we evaluated the association of ACs use with risk of HFrEF and/or HFpEF. Methods 797 subjects with BC, HL or NHL diagnosed from 1988 to 2010 were identified, 658 treated with ACs (ACs group) and 139 not treated with ACs (no-ACs group). Controls (n=1526) were subjects without cancer. The median (Q1, Q3) follow up was 11.5 years (7.4, 16.7). Cox proportional hazards regression was used to compare the risk of HFpEF and HFrEF in the three cohorts, adjustment for sex, CV comorbidities (type 2 diabetes [T2D], hypertension [HTN] and dyslipidemia), radiotherapy (RT), and ACs cumulative dose was performed. Results Baseline characteristics are shown in table 1. HFpEF occurred in 29/1526 subjects in the control group, 3/139 in the no-ACs group and in 14/658 in the ACs group. Compared to the control group, there was not an increased risk of developing HFpEF in the no-ACs group (HR 1.67, CI 95%: 0.5 – 5.53, p = 0.39) or in the ACs group (HR 1.83, CI 95%: 0.95 – 3.52, p = 0.06) (Figure 1). Compared with no-ACs group, the ACs group had a similar risk of developing HFpEF (HR 1.09, CI 95%: 0.3 – 3.87, p = 0.88). RT was associated with a lower risk of HFpEF (HR 0.21, CI 95%: 0.06 – 0.75, p = 0.01). In the multivariable analysis, T2D (HR 6.91, CI 95%: 3.07-15.56, p = <0.0001) was associated with higher risk of HFpEF. A cumulative dose of ACs > 250 mg/m2 was not associated with increased risk of HFpEF. HFrEF occurred in 25/1526 subjects in the control group, in 4/139 in the no-ACs group and in 31/658 in the ACs group. Compared to the control group, the ACs group had a significant increase in the risk of HFrEF (HR 4.77, CI 95%: 2.76 – 8.22, p < 0.0001), the no-ACs group did not (HR 2.81, CI 95%: 0.97 – 8.12, p = 0.055) (figure 2). RT was associated with lower risk of HFrEF (HR 0.29, CI 95%: 0.13 – 0.65, p = 0.002). In the multivariable analysis, ACs (HR 4.23, CI 95%: 2.4-7.47, p = < 0.0001) being male (HR 2.45, CI 95%: 1.43 – 4.15, p < 0.0001), smoking history (HR 2, CI 95%: 1.16 – 3.44, p < 0.01), and HTN (HR 3.23, CI 95%: 1.9 – 5.61, p < 0.0001), were associated with higher risk of HFrEF. A cumulative dose of ACs > 250 mg/m2 was not associated with increased risk of HFrEF. Conclusion To our knowledge this is the first study to differentiate between HFpEF and HFrEF in this cohort. ACs were not associated with increased risk of HFpEF. However, ACs were associated with increased risk of HFrEF, but not with a specific dose. These results should be validated in other population cohorts.
Can the presence of aortic or coronary artery calcifications in the standard of care baseline CT or PET-CT scan of patients with Hodgkin or non-Hodgkin lymphoma be used as a predictor of MACE?

European Heart Journal | October 28, 2024 | Volume: 45 | Issue: Supplement_1 | Pages: No page available

10.1093/eurheartj/ehae666.3185

Abstract Background Major adverse cardiovascular events (MACE), commonly defined as acute myocardial infarction, acute coronary syndrome/ischemic heart disease requiring revascularization, stroke, and heart failure, represent a significant cause of mortality among patients with cancer. With increased rates of both cancer and cancer survivorship, the identification of new predictive markers for the development of MACE in this population is crucial for implementing effective preventive and risk-mitigation strategies. Purpose To determine whether the presence of calcifications in the coronary arteries (CAC) or aorta (CA) of lymphoma patients, as reported in standard-of-care PET-CT (Positron Emission Tomography-Computed Tomography) or chest CT (Computed Tomography) scan, can predict the occurrence of MACE. Methods A Retrospective analysis was conducted on a cohort of patients diagnosed with Hodgkin or non-Hodgkin lymphoma and treated with anthracycline-based chemotherapy. Patients were diagnosed from January 1, 2013, and followed through to June 30, 2023. The reference point for the study was the radiologist’s report of the PET-CT or chest CT conducted before the initiation of anthracycline therapy. Patients who did not undergo a PET-CT or CT before the start of treatment, and/or developed MACE before treatment initiation were excluded. Univariate and multivariate adjusted Cox regression models were employed to assess whether the presence of CA and CAC was associated with the development of MACE. Associations with outcomes were evaluated using the Kaplan-Meier method and Cox regression. Results 326 patients were included with a mean age of 55 years (range: 52-60), predominantly male 201 (61%) and white 314 (96%), CAC was reported in 75 patients (23%) and CA in 18 (6%). In the univariate regression model, a statistically significant association was found between the presence of both CA and CAC with the risk of MACE. CAC showed a stronger association with the development of MACE than CA (HR: 3.7 [1-7.9], p=0.0005 vs HR: 2.9 [1- 8.5], p=0.050). In multivariable analysis CAC emerged as the strongest predictor of MACE (HR: 2.9 [1.3 – 6.4], p=0.01), after accounting for hypertension, diabetes, dyslipidemia, and GFR <60 (Table 1), while the association with CA attenuated (HR: 2.01 [0.7-6.5], p=0.2010) and was no longer significant (Table 2). Conclusion CAC in the standard-of-care PET/-CT scans was a predictor of MACE in lymphoma patients treated with anthracyclines, while the association with CA weakened in multivariable analyses and was likely underpowered given the small number of patients with CA. If replicated, this finding warrants closer surveillance of this group of patients and can be considered as a non-invasive cardiovascular risk marker.
Characteristics and outcomes of incidentally diagnosed diffuse large B‐cell lymphoma and implications for cancer screening

American Journal of Hematology | October 14, 2024 | Volume: 100 | Issue: 1 | Pages: 158-162

10.1002/ajh.27504 | PMID 39400430

Transformation in marginal zone lymphoma: results from a prospective cohort and a meta-analysis of the literature

Blood Advances | September 25, 2024 | Volume: 8 | Issue: 23 | Pages: 5939-5948

10.1182/bloodadvances.2024013188 | PMID 39321424

Abstract Marginal zone lymphoma (MZL) includes extranodal MZL (EMZL), splenic MZL (SMZL), and nodal MZL (NMZL) subtypes. Histologic transformation (HT) to large B-cell lymphomas is well documented but with a large variability in published cumulative incidence rates. We report results from the Molecular Epidemiology Resource (MER) cohort on the cumulative incidence of HT (with death as competing risk) and the associated risk factors and outcomes. We also conducted a meta-analysis of available studies on the cumulative incidence of HT. From 2002 to 2015, 529 patients with MZL were enrolled in the MER study (69% EMZL, 16% SMZL, and 15% NMZL). The 10-year overall survival (OS) from diagnosis was 66%. HT occurred in 21 patients with a 5-year and 10-year cumulative incidence of 2.7% (95% confidence interval [CI], 0.02-0.05) and 3.6% (95% CI, 0.02-0.06), respectively. HT was associated with an increased risk for death (subdistribution hazard ratio [HR], 3.95; 95% CI, 2.06-7.55). Predictors of HT were ≥2 extranodal sites and mucosa-associated lymphoid tissue International Prognostic Index score ≥2. The OS was 79% at 5 years and 55% at 10 years after HT. In the meta-analysis of 12 studies (6161 patients), the 5- and 10-year cumulative incidence of HT across all subtypes were 5% (95% CI, 0.05-0.06) and 8% (95% CI, 0.07-0.09), respectively. These rates were lower in EMZL (3% and 5%) than in SMZL (7% and 13%) and NMZL (9% and 13%). Although HT is relatively uncommon in the first decade after MZL diagnosis, it is associated with an inferior outcome and needs new approaches for prevention and management.
Real-world impact of differences in the WHO and ICC classifications of non-Hodgkin lymphoma: a LEO cohort study analysis

Blood | September 10, 2024 | Volume: 144 | Issue: 19 | Pages: 2063-2066

10.1182/blood.2024025681 | PMID 39255410

Abstract Recent introduction of 2 different lymphoma classifications has raised concerns about consistency in diagnosis, management, and clinical trial enrollment. Data from a large cohort reflecting real-world clinical practice suggest that differences between the classifications will affect <1% of non-Hodgkin lymphomas.
Risk of Incident Melanoma Among Individuals With Low-Count Monoclonal B-Cell Lymphocytosis

Journal of Clinical Oncology | September 4, 2024 | Volume: 42 | Issue: 35 | Pages: 4153-4162

10.1200/jco.24.00332 | PMID 39231386

PURPOSE Chronic lymphocytic leukemia (CLL)–phenotype monoclonal B-cell lymphocytosis (MBL) is a premalignant condition that is roughly 500-fold more common than CLL. It is unknown whether the two-fold increased risk of developing melanoma associated with CLL extends to individuals with MBL. METHODS Using the Mayo Clinic Biobank, we identified participants who were 40 years or older with no previous hematological malignancies, who resided in the 27 counties around Mayo Clinic, and who had available biospecimens for screening. Eight-color flow cytometry was used to screen for MBL. Individuals with MBL were classified as low-count MBL (LC-MBL) or high-count MBL on the basis of clonal B-cell percent. Incident melanomas were identified using International Classification of Diseases codes and confirmed via medical records review. Cox regression models were used to estimate hazard ratios (HRs) and 95% CI. RESULTS Of the 7,334 participants screened, 1,151 were identified with a CD5-positive MBL, of whom 1,098 had LC-MBL. After a median follow-up of 3.2 years (range, 0-13.5), 131 participants developed melanoma, of whom 36 individuals were positive for MBL. The estimated 5-year cumulative incidence of melanoma was 3.4% and 2.0% among those with and without MBL, respectively. After adjusting for age, sex, and history of previous melanoma, individuals with MBL exhibited a 1.86-fold (95% CI, 1.25 to 2.78) risk of melanoma. This elevated risk persisted when analysis was restricted to those without a history of melanoma (HR, 2.05 [95% CI, 1.30 to 3.23]). Individuals with LC-MBL had a 1.92-fold (95% CI, 1.29 to 2.87) increased risk of developing melanoma overall and a 2.74-fold increased risk (95% CI, 1.50 to 5.03) of melanoma in situ compared with those without MBL. CONCLUSION LC-MBL is associated with an approximately two-fold increased risk of melanoma overall and a 2.74-fold increased risk of melanoma in situ.
Medical history and lifestyle factors have limited impact on time‐to‐first‐treatment in patients with chronic lymphocytic leukemia

eJHaem | August 27, 2024 | Volume: 5 | Issue: 5 | Pages: 998-1004

10.1002/jha2.1000 | PMID 39415908

AbstractBackgroundChronic lymphocytic leukemia (CLL) is a heterogeneous disease. Whereas some patients have an indolent disease, others experience an aggressive course and early death. Our aim was to investigate if modifiable and non‐modifiable medical history and lifestyle factors prior to diagnosis had an impact on the natural course of the disease.MethodIn 1154 CLL patients, we assessed if the weight, physical activity, smoking, and alcohol consumption or non‐modifiable characteristics including family history of lymphoid malignancy and medical history were associated with time‐to‐first‐treatment (TTFT) and adjusted all results for the CLL‐International Prognostic Index (CLL‐IPI).ResultsTTFT was shorter for patients with high/very high‐risk CLL‐IPI than those with low/intermediate risk CLL‐IPI. In the adjusted analysis we did not find additional impact on TTFT besides CLL‐IPI from any environmental characteristics assessed.ConclusionsWe found limited impact of environmental factors on the natural course of CLL (measured as the TTFT in treatment naïve patients) providing valuable knowledge, and potential relief, to share with patients at the time of diagnosis.
Transformation of marginal zone lymphoma to Hodgkin lymphoma

Blood Advances | July 18, 2024 | Volume: 8 | Issue: 17 | Pages: 4559-4562

10.1182/bloodadvances.2024013434 | PMID 39024508