Sample average treatment effect on the treated (SATT) analysis using counterfactual explanation identifies BMT and SARS-CoV-2 vaccination as protective risk factors associated with COVID-19 severity and survival in patients with multiple myeloma - Report - MDSpire

Sample average treatment effect on the treated (SATT) analysis using counterfactual explanation identifies BMT and SARS-CoV-2 vaccination as protective risk factors associated with COVID-19 severity and survival in patients with multiple myeloma

  • By

  • Amit Kumar Mitra

  • Ujjal Kumar Mukherjee

  • Suman Mazumder

  • Vithal Madhira

  • Timothy Bergquist

  • Yu Raymond Shao

  • Feifan Liu

  • Qianqian Song

  • Jing Su

  • Shaji Kumar

  • Benjamin A. Bates

  • Noha Sharafeldin

  • Umit Topaloglu

  • December 7, 2023

  • 0 min

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Bone Marrow Transplant and SARS-CoV-2 Vaccination Protect Against COVID-19 in Multiple Myeloma

Overview

This study analyzed a large national cohort of multiple myeloma patients to identify factors influencing COVID-19 severity and mortality. Bone marrow transplantation and SARS-CoV-2 vaccination emerged as significant protective factors against severe COVID-19 outcomes and death in this vulnerable population.

Background

COVID-19, caused by SARS-CoV-2, has led to significant global mortality and morbidity, with multiple variants complicating disease control. Cancer patients, especially those with hematologic malignancies like multiple myeloma (MM), are at increased risk of severe COVID-19 due to immunosuppression and comorbidities. MM patients often have compromised immune systems from disease and treatment, increasing vulnerability to infections and adverse outcomes. Large-scale data on COVID-19 outcomes in MM patients remain limited, prompting this study using the extensive National COVID Cohort Collaborative (N3C) database.

Data Highlights

The study cohort included 26,064 multiple myeloma patients, of whom 8,588 were confirmed COVID-19-positive. Data were collected from January 1, 2020, to May 16, 2022, across 79 contributing sites. The cohort incorporated clinical variables such as International Staging System (ISS) stage, Charlson Comorbidity Index, anti-myeloma therapies, and bone marrow transplantation status. The N3C database contained over 19 million patients, with more than 7.7 million COVID-19-positive cases, providing a robust dataset for analysis.

Key Findings

  • Bone marrow transplantation (BMT) was associated with reduced COVID-19 severity and mortality in multiple myeloma patients.
  • SARS-CoV-2 vaccination conferred significant protection against severe COVID-19 outcomes and death in this cohort.
  • Multiple myeloma patients exhibit increased risk of severe COVID-19 due to immunosuppression, comorbidities, and treatment-related factors.
  • The large, nationally representative N3C dataset enabled comprehensive analysis of risk and protective factors in MM patients with COVID-19.
  • Anti-myeloma therapies and disease stage were important variables considered in assessing COVID-19 outcomes.

Clinical Implications

Clinicians should consider the protective benefits of bone marrow transplantation and SARS-CoV-2 vaccination when managing multiple myeloma patients during the COVID-19 pandemic. Vaccination remains a critical intervention to reduce severe disease and mortality in this high-risk group. Additionally, careful assessment of comorbidities and treatment regimens is essential to optimize patient outcomes.

Conclusion

This large-scale analysis highlights bone marrow transplantation and SARS-CoV-2 vaccination as key protective factors against COVID-19 severity and mortality in multiple myeloma patients. These findings support prioritizing vaccination and considering transplantation status in clinical decision-making for this vulnerable population.

References

  1. World Health Organization 2020 -- COVID-19 Pandemic Declaration
  2. Centers for Disease Control and Prevention -- SARS-CoV-2 Variant Classifications
  3. National Cancer Institute -- Cancer Statistics
  4. National COVID Cohort Collaborative (N3C) -- Data Resource
  5. International Myeloma Foundation -- Revised ISS Guidelines

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