Literature DB >> 35304925

Multi-trajectory models of serum biomarkers among patients with monoclonal gammopathy of undetermined significance.

Maira A Castañeda-Avila1, Kate L Lapane1, Sharina D Person1, Yanhua Zhou2, Jerry Gurwitz2,3, Kathleen M Mazor2,3, Mara M Epstein2,3.   

Abstract

Understanding the progression of monoclonal gammopathy of undetermined significance (MGUS) to multiple myeloma (MM) is needed to identify patients who would benefit from closer clinical surveillance. Given that two of the defining criteria of MM are renal failure and anemia, we described the trajectories of creatinine (Cr) and hemoglobin (Hgb) over time in patients with a diagnosis of MGUS. Patients diagnosed with MGUS (n = 424) were identified by a previously validated case-finding algorithm using health claims and electronic health record data (2007-2015) and followed through 2018. Group-based trajectory modeling identified patients with distinct laboratory value trajectories of Cr (mg/dl) and Hgb (g/dl). Most patients were non-Hispanic White (97.6%) with a mean age of 75 years at MGUS diagnosis. Three multi-trajectory groups were identified: (1) Normal Cr/Hgb (n = 225; 53.1%)-stable serum Cr levels and decreasing, normal Hgb levels; (2) Normal Cr/lower-normal Hgb group (n = 188; 44.3%)-stable, slightly elevated levels of Cr and decreasing levels of Hgb; and (3) High Cr/borderline Hgb group (n = 11; 2.6%)-increased Cr levels and stable low levels of Hgb. Patients with MGUS in Group 2 were older than patients in other groups, and patients in group 3 had more comorbidities than participants in all other groups. Few patients developed MM during the study period. We were able to identify distinct biomarker trajectories in patients with MGUS over time. Future research should investigate how these trajectories may be related to the risk of progression to MM, including M-protein levels.
© 2022 John Wiley & Sons Ltd.

Entities:  

Keywords:  MGUS; biomarkers; creatinine; hemoglobin; multiple myeloma

Mesh:

Substances:

Year:  2022        PMID: 35304925      PMCID: PMC9378561          DOI: 10.1002/hon.2992

Source DB:  PubMed          Journal:  Hematol Oncol        ISSN: 0278-0232            Impact factor:   4.850


  34 in total

Review 1.  Monoclonal gammopathy of undetermined significance.

Authors:  Robert A Kyle; S Vincent Rajkumar
Journal:  Br J Haematol       Date:  2006-09       Impact factor: 6.998

2.  The Role of Diagnosis and Clinical Follow-up of Monoclonal Gammopathy of Undetermined Significance on Survival in Multiple Myeloma.

Authors:  Elin Edda Sigurdardottir; Ingemar Turesson; Sigrun Helga Lund; Ebba K Lindqvist; Sham Mailankody; Neha Korde; Magnus Björkholm; Ola Landgren; Sigurdur Y Kristinsson
Journal:  JAMA Oncol       Date:  2015-05       Impact factor: 31.777

3.  Frequency of pathological proteins (M-components) om 6,995 sera from an adult population.

Authors:  U Axelsson; R Bachmann; J Hällén
Journal:  Acta Med Scand       Date:  1966-02

4.  Monoclonal gammopathies in the adult population of Finistère, France.

Authors:  J P Saleun; M Vicariot; P Deroff; J F Morin
Journal:  J Clin Pathol       Date:  1982-01       Impact factor: 3.411

5.  Incidence of monoclonal proteins in a Minnesota community with a cluster of multiple myeloma.

Authors:  R A Kyle; S Finkelstein; L R Elveback; L T Kurland
Journal:  Blood       Date:  1972-11       Impact factor: 22.113

6.  Building a virtual cancer research organization.

Authors:  Mark C Hornbrook; Gene Hart; Jennifer L Ellis; Donald J Bachman; Gary Ansell; Sarah M Greene; Edward H Wagner; Roy Pardee; Mark M Schmidt; Ann Geiger; Amy L Butani; Terry Field; Hassan Fouayzi; Irina Miroshnik; Liyan Liu; Robert Diseker; Karen Wells; Rick Krajenta; Lois Lamerato; Christine Neslund Dudas
Journal:  J Natl Cancer Inst Monogr       Date:  2005

Review 7.  Prevalence of monoclonal gammopathy of undetermined significance: a systematic review.

Authors:  Rishi K Wadhera; S Vincent Rajkumar
Journal:  Mayo Clin Proc       Date:  2010-08-16       Impact factor: 7.616

8.  "Benign" monoclonal gammopathy--after 20 to 35 years of follow-up.

Authors:  R A Kyle
Journal:  Mayo Clin Proc       Date:  1993-01       Impact factor: 7.616

9.  The HMO Research Network Virtual Data Warehouse: A Public Data Model to Support Collaboration.

Authors:  Tyler R Ross; Daniel Ng; Jeffrey S Brown; Roy Pardee; Mark C Hornbrook; Gene Hart; John F Steiner
Journal:  EGEMS (Wash DC)       Date:  2014-03-24

10.  Monoclonal Gammopathy of Undetermined Significance: Follow-up Patterns in the United States and Concordance With Clinical Practice Guidelines.

Authors:  Ronald S Go; Herbert C Heien; Lindsey R Sangaralingham; Elizabeth B Habermann; Nilay D Shah
Journal:  Mayo Clin Proc Innov Qual Outcomes       Date:  2017-08-02
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