Evidence map›Paper›PMID 33751857›Full record

ArticleAnnals of clinical and translational neurology2021

Improving quality, affordability, and equity of multiple sclerosis care.

Annette Langer-Gould, Shilpa Klocke, Brandon Beaber, Sonu M Brara, Julie Debacker, Oluwasheyi Ayeni, Allen S Nielsen

Open access · goldAbstract read
In one paragraph

Article in Annals of clinical and translational neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
1.8field-weighted citation impact, top 16% of its field
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

11 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.

  1. Rituximab for people with multiple sclerosis.The Cochrane database of systematic reviews · 2025
    Pooled it
  2. Article
  3. Review
  4. Review
  5. Article
  6. Review
  7. Review
  8. Article
  9. The Multiple Sclerosis Treatment Optimization Program.Annals of clinical and translational neurology · 2021
    Article
  10. Article
  11. Article
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 at 5 institutions in 1 country.

Annette Langer-GouldDepartment of Neurology, Los Angeles Medical Center, Southern California Permanente Medical Group, Los Angeles, California, USA.ORCID 0000-0001-6891-7147
Shilpa KlockeDepartment of Neurology, Clinical Pharmacy, Colorado Permanente Medical Group, Denver, Colorado, USA.
Brandon BeaberDepartment of Neurology, Downey Medical Center, Southern California Permanente Medical Group, Downey, California, USA.
Sonu M BraraDepartment of Neurology, Panorama City Medical Center, Southern California Permanente Medical Group, Panorama City, California, USA.
Julie DebackerDepartment of Neurology, Los Angeles Medical Center, Southern California Permanente Medical Group, Los Angeles, California, USA.
Oluwasheyi AyeniDepartment of Neurology, Glenlake Medical Center, The Southeast Permanente Medical Group, Atlanta, Georgia, USA.
Allen S NielsenDepartment of Neurology, Fontana Medical Center, Southern California Permanente Medical Group, Fontana, California, USA.
Los Angeles Medical Center · USColorado Permanente Medical Group · USKaiser Permanente Fontana Medical Center · USNorthlake Medical Center · USPanorama Research (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThe prevailing approaches to selecting multiple sclerosis (MS) disease modifying therapies (DMTs) have contributed to exponential increases in societal expenditures and out-of-pocket expenses, without compelling evidence of improved outcomes. Guidance is lacking regarding when and in whom the benefits of preventing MS-related disability likely outweighs the risks of highly effective DMTs (HET) and when it is appropriate to consider DMT costs. Our objective was to develop a standardized approach to improve the quality, affordability and equity of MS care.

methodsMS experts partnered with health plan pharmacists to develop an ethical, risk-stratified, cost-sensitive treatment algorithm. We developed a risk-stratification schema to classify patients with relapsing forms of MS as high, intermediate or low risk of disability based on the best available evidence and, when the evidence was poor or lacking, by consensus. DMTs are grouped as highly, modestly or low/uncertain effectiveness and preferentially ranked within groups by safety based on pre-specified criteria. We reviewed FDA documents and the published literature. When efficacy and safety are equivalent, the lower cost DMT is preferred.

resultsAssignment to the high-risk group prompts treatment with preferred HETs early in the disease course. For persons in the intermediate- or low-risk groups with cost or health care access barriers, we incorporated induction therapy with an affordable B-cell depleting agent. Based on more favorable safety profiles, our preferred approach prioritizes use of rituximab and natalizumab among HETs and interferon-betas or glatiramer acetate among modestly effective agents.

interpretationThe risk-stratified treatment approach we recommend provides clear, measurable guidance in whom and when to prescribe HETs, when to prioritize lower cost DMTs and how to accommodate persons with MS with cost or other barriers to DMT use. It can be adapted to other cost structures and updated quickly as new information emerges. We recommend that physician groups partner with health insurance plans to adapt our approach to their settings, particularly in the United States. Future studies are needed to resolve the considerable uncertainty about how much variability in prognosis specific risk factors explain.

Indexed as

Health Services AccessibilityMultiple Sclerosis, Relapsing-RemittingQuality ImprovementHumansImmunomodulating AgentsPrognosisRisk AssessmentImmunomodulating Agents

Identifiers

PMID33751857
PMCPMC8045931
OpenAlexW3134465825

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.