Evidence map›Paper›PMID 35304925›Full record

ArticleHematological oncology2022

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

Maira A Castañeda-Avila, Kate L Lapane, Sharina D Person, Yanhua Zhou, Jerry Gurwitz, Kathleen M Mazor, Mara M Epstein

Abstract read
In one paragraph

Article in Hematological oncology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Maira A Castañeda-AvilaDepartment of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.ORCID https://orcid.org/0000-0002-2376-7656
Kate L LapaneDepartment of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Sharina D PersonDepartment of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, Massachusetts, USA.
Yanhua ZhouMeyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, Worcester, Massachusetts, USA.
Jerry GurwitzMeyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, Worcester, Massachusetts, USA.
Kathleen M MazorMeyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, Worcester, Massachusetts, USA.
Mara M EpsteinMeyers Health Care Institute, a Joint Endeavor of the University of Massachusetts Chan Medical School, Fallon Health, and Reliant Medical Group, Worcester, Massachusetts, USA.

Funding

University of Massachusetts Center for Clinical and Translational ScienceTL1TR001454 · NCATS · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI LEWIS, BRIAN C · 2015 to 2024
$3.6M
Defining Monoclonal Gammopathy of Unknown Significance in Automated Health DataR03CA199383 · NCI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI EPSTEIN, MARA MEYER · 2016 to 2017
$96k
The Role of Monoclonal Gammopathy of Undetermined Significance Diagnosis in Healthcare UtilizationF31CA247105 · NCI · UNIV OF MASSACHUSETTS MED SCH WORCESTER · PI CASTANEDA-AVILA, MAIRA A · 2020 to 2020
$28k
NCATS NIH HHS TL1 TR001454NCI NIH HHS F31 CA247105NCI NIH HHS F31 CA247105-01A1NCI NIH HHS R03 CA199383
6 · The paper itself

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.

Indexed as

Monoclonal Gammopathy of Undetermined SignificanceMultiple MyelomaParaproteinemiasAgedBiomarkersComorbidityDisease ProgressionHumansBiomarkersbiomarkerscreatininehemoglobinMGUSmultiple myeloma

Identifiers

PMID35304925
PMCPMC9378561

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.