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1.
Blood Cancer J ; 14(1): 9, 2024 01 17.
Article in English | MEDLINE | ID: mdl-38228628

ABSTRACT

The approach to patients with high-risk smoldering multiple myeloma (SMM) varies among clinicians; while some advocate early intervention, others reserve treatment at progression to multiple myeloma (MM). We aimed to describe the myeloma-defining events (MDEs) and clinical presentations leading to MM diagnosis among SMM patients seen at our institution. We included 406 patients diagnosed with SMM between 2013-2022, seen at Mayo Clinic, Rochester, MN. The 2018 Mayo 20/2/20 criteria were used for risk stratification. Median follow-up was 3.9 years. Among high-risk patients who did not receive treatment in the SMM phase (n = 71), 51 progressed by last follow-up; the MDEs included: bone lesions (37%), anemia (35%), hypercalcemia (8%), and renal failure (6%); 24% met MM criteria based on marrow plasmacytosis (≥60%) and/or free light chain ratio (>100); 45% had clinically significant MDEs (hypercalcemia, renal insufficiency, and/or bone lesions). MM diagnosis was made based on surveillance labs/imaging(45%), testing obtained due to provider suspicion for progression (14%), bone pain (20%), and hospitalization/ED presentations due to MM complications/symptoms (4%). The presentation was undocumented in 14%. A high proportion (45%) of patients with high-risk SMM on active surveillance develop end-organ damage at progression. About a quarter of patients who progress to MM are not diagnosed based on routine interval surveillance testing.


Subject(s)
Hypercalcemia , Multiple Myeloma , Smoldering Multiple Myeloma , Humans , Smoldering Multiple Myeloma/diagnosis , Smoldering Multiple Myeloma/therapy , Disease Progression , Multiple Myeloma/complications , Multiple Myeloma/diagnosis , Multiple Myeloma/epidemiology , Immunoglobulin Light Chains , Risk Factors
3.
Blood Cancer J ; 13(1): 185, 2023 12 12.
Article in English | MEDLINE | ID: mdl-38086801

ABSTRACT

Measures of muscle and adipose tissue mass have been associated with outcomes in several malignancies, but studies in multiple myeloma (MM) are inconsistent. The aim of this study was to evaluate the association between muscle and fat areas and radiodensity, and overall survival (OS) in patients with newly diagnosed MM. We included 341 patients diagnosed with MM from 2010-2019 who had an 18F-fluorodeoxyglucose positron emission tomography/computed tomography at diagnosis. A cross-sectional image at the third lumbar vertebrae was segmented into muscle and fat components. Median follow up was 5.7 years. There was no association between sarcopenia and baseline disease characteristics or OS. Low muscle radiodensity was associated with higher disease stage, anemia, and renal failure. OS was 5.6 vs. 9.0 years in patients with muscle radiodensity in the lower vs. middle/upper tertiles, respectively (P = 0.02). High subcutaneous adipose tissue (SAT) radiodensity was associated with higher stage, anemia, thrombocytopenia, hypercalcemia, renal failure, and high LDH. OS was 5.4 years vs. not reached in patients with SAT radiodensity in the upper vs. middle/lower tertiles, respectively (P = 0.001). In conclusion, sarcopenia was not associated with OS in MM patients. High SAT radiodensity and low muscle radiodensity were associated with advanced disease stage and adverse laboratory characteristics.


Subject(s)
Anemia , Multiple Myeloma , Renal Insufficiency , Sarcopenia , Humans , Muscle, Skeletal/diagnostic imaging , Muscle, Skeletal/pathology , Multiple Myeloma/diagnostic imaging , Multiple Myeloma/pathology , Sarcopenia/diagnostic imaging , Sarcopenia/etiology , Prognosis , Retrospective Studies
4.
Blood Cancer J ; 13(1): 78, 2023 05 15.
Article in English | MEDLINE | ID: mdl-37188699

ABSTRACT

Overall survival estimates from diagnosis are valuable for guiding treatment, but do not consider the years already survived. Conditional survival (CS) provides dynamic survival predictions over time. This study was conducted to estimate CS at 1-8 years from diagnosis and the impact of baseline prognostic factors on CS in multiple myeloma (MM) patients. This is a retrospective study including 2556 MM patients diagnosed between 2004 and 2019. CS (t | s) was defined as the probability of surviving t years given survival of s years. Median age was 64 years. Median follow-up was 6.2 years and median overall survival from diagnosis was 7.5 years. The 5-year CS estimates at s = 0, 1, 2, 3, and 5 years were 0.64, 0.61, 0.61, 0.61, and 0.58, respectively. On multivariate analysis, age ≥ 65 and proteasome inhibitor+immunomodulatory-based induction were associated with decreased survival and increased survival, respectively, retained at 5 years. The adverse impact of 1q gain/amplification, high-risk IgH translocation, and ISS-3 was significant at 1 and 3 years but not 5 years. Chromosome 17 abnormality was associated with decreased survival only at 1 year. Among MM patients, 5-year CS was stable at 1-5 years from diagnosis. The prognostic impact of high-risk cytogenetic factors decreased with additional years survived.


Subject(s)
Multiple Myeloma , Humans , Middle Aged , Child, Preschool , Multiple Myeloma/diagnosis , Multiple Myeloma/genetics , Multiple Myeloma/therapy , Prognosis , Retrospective Studies , Risk Factors , Chromosome Aberrations
5.
Cancer ; 129(3): 385-392, 2023 02 01.
Article in English | MEDLINE | ID: mdl-36413412

ABSTRACT

BACKGROUND: Sarcopenia increases with age and is associated with poor survival outcomes in patients with cancer. By using a deep learning-based segmentation approach, clinical computed tomography (CT) images of the abdomen of patients with newly diagnosed multiple myeloma (NDMM) were reviewed to determine whether the presence of sarcopenia had any prognostic value. METHODS: Sarcopenia was detected by accurate segmentation and measurement of the skeletal muscle components present at the level of the L3 vertebrae. These skeletal muscle measurements were further normalized by the height of the patient to obtain the skeletal muscle index for each patient to classify them as sarcopenic or not. RESULTS: The study cohort consisted of 322 patients of which 67 (28%) were categorized as having high risk (HR) fluorescence in situ hybridization (FISH) cytogenetics. A total of 171 (53%) patients were sarcopenic based on their peri-diagnosis standard-dose CT scan. The median overall survival (OS) and 2-year mortality rate for sarcopenic patients was 44 months and 40% compared to 90 months and 18% for those not sarcopenic, respectively (p < .0001 for both comparisons). In a multivariable model, the adverse prognostic impact of sarcopenia was independent of International Staging System stage, age, and HR FISH cytogenetics. CONCLUSIONS: Sarcopenia identified by a machine learning-based convolutional neural network algorithm significantly affects OS in patients with NDMM. Future studies using this machine learning-based methodology of assessing sarcopenia in larger prospective clinical trials are required to validate these findings.


Subject(s)
Deep Learning , Multiple Myeloma , Sarcopenia , Humans , Sarcopenia/complications , Sarcopenia/diagnostic imaging , Multiple Myeloma/complications , Multiple Myeloma/diagnostic imaging , Multiple Myeloma/pathology , Prospective Studies , In Situ Hybridization, Fluorescence , Retrospective Studies , Tomography, X-Ray Computed/methods , Muscle, Skeletal/diagnostic imaging , Prognosis
6.
Blood Cancer J ; 12(1): 21, 2022 01 31.
Article in English | MEDLINE | ID: mdl-35102148

ABSTRACT

Risk stratification in multiple myeloma is important for prognostication, patient selection for clinical trials, and comparison of treatment approaches. We developed and validated a staging system that incorporates additional FISH abnormalities not included in the R-ISS and reflects the additive effects of co-occurring high-risk disease features. We first evaluated the prognostic value of predefined cytogenetic and laboratory abnormalities in 2556 Mayo Clinic patients diagnosed between February 2004 and June 2019. We then used data from 1327 patients to develop a risk stratification model and validated this in 502 patients enrolled in the MMRF CoMMpass study. On multivariate analysis, high-risk IgH translocations [risk ratio (RR): 1.7], 1q gain/amplification (RR: 1.4), chromosome17 abnormalities (RR: 1.6), ISS III (RR: 1.7), and elevated LDH (RR: 1.3) were independently associated with decreased overall survival (OS). Among 1327 evaluable patients, OS was 11.0 (95% CI: 9.2-12.6), 7.0 (95% CI: 6.3-9.2), and 4.5 (95% CI: 3.7-5.2) years in patients with 0 (stage I), 1 (stage II), and ≥2 (stage III) high-risk factors, respectively. In the MMRF cohort, median OS was 7.8 (95% CI: NR-NR), 6.0 (95% CI: 5.7-NR), and 4.3 (95% CI: 2.7-NR) years in the 3 groups, respectively (P < 0.001). This 5-factor, 3-tier system is easy to implement in practice and improves upon the current R-ISS.


Subject(s)
Multiple Myeloma/pathology , Aged , Chromosome Aberrations , Cytogenetic Analysis , Female , Humans , Male , Middle Aged , Multiple Myeloma/diagnosis , Multiple Myeloma/epidemiology , Multiple Myeloma/genetics , Neoplasm Staging/methods , Prognosis , Risk Factors , Survival Analysis
7.
Am J Hematol ; 97(4): 401-410, 2022 04.
Article in English | MEDLINE | ID: mdl-35015310

ABSTRACT

Castleman disease (CD) is a rare lymphoproliferative disease characterized by diverse clinical and pathologic features. Due to its rarity, there are limited studies comparing currently available therapies. The role of autologous stem cell transplantation (ASCT) in CD has not yet been established. In this paper, we describe the clinical characteristics, treatment choices, and outcomes in 34 Mayo Clinic patients diagnosed with multicentric CD from July 1, 2003 to April 30, 2018. Eighteen patients (53%) also met the criteria for POEMS, including 14 with the osteosclerotic variant. The first-line treatments included: steroid monotherapy (4), cytotoxic chemotherapy (6), rituximab alone (8) or with chemotherapy (2), anti-IL6 treatment (3), and ASCT (10). The median follow-up was 4.8 (range: 0.1-15.2) years. The 5- and 10-year overall survival rates were 84% and 71%, respectively. Sixteen patients received high-dose chemotherapy followed by ASCT during their disease course. Among those, 14 had multicentric CD associated with POEMS. There were no transplant-related deaths. All patients had at least a partial response to ASCT, most of whom achieved a complete response. The favorable outcomes seen with ASCT in this cohort suggest that transplantation may have a role in multicentric CD, particularly for patients with multicentric CD associated with POEMS.


Subject(s)
Castleman Disease , Hematopoietic Stem Cell Transplantation , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Castleman Disease/diagnosis , Castleman Disease/therapy , Humans , Retrospective Studies , Rituximab/therapeutic use , Stem Cell Transplantation , Transplantation, Autologous
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