Evidence map›Paper›PMID 28576578›Full record

ReviewHuman immunology

Understanding solid-phase HLA antibody assays and the value of MFI.

Harold C Sullivan, Howard M Gebel, Robert A Bray

Abstract readReview
In one paragraph

Review in Human immunology. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed
–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

37 citing papers in PubMed.

  1. De novo donor-specific antibodies in belatacept-treated vs cyclosporine-treated kidney-transplant recipients: Post hoc analyses of the randomized phase III BENEFIT and BENEFIT-EXT studies.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2018
    Trial
  2. Posttransplant reduction in preexisting donor-specific antibody levels after belatacept- versus cyclosporine-based immunosuppression: Post hoc analyses of BENEFIT and BENEFIT-EXT.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2018
    Trial
  3. Review
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  5. Article
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  7. Novel Allocation Strategies Can Boost Kidney Exchange Programs: A Monte Carlo Simulation.Transplant international : official journal of the European Society for Organ Transplantation · 2026
    Article
  8. Review
  9. Anti-HLA antibodies in lung transplantation: diagnostic pitfalls and future directions.European respiratory review : an official journal of the European Respiratory Society · 2026
    Review
  10. Review
  11. Review
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  15. Frontiers in immunology · 2025
    Article
  16. Article
  17. Review
  18. Article
  19. Belatacept with time-limited tacrolimus coimmunosuppression modifies the 3-year risk of eplet mismatch in kidney transplantation.American journal of transplantation : official journal of the American Society of Transplantation and the American Society of Transplant Surgeons · 2024
    Article
  20. Evaluation ofFrontiers in immunology · 2024
    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

3 authors.

Harold C SullivanEmory University School of Medicine, Pathology & Laboratory Medicine, Emory University Hospital, Room H183, 1364 Clifton Road, NE, Atlanta, GA 30322, USA. Electronic address: hcsulli@emory.edu.
Howard M GebelEmory University School of Medicine, Pathology & Laboratory Medicine, Emory University Hospital, Room H183, 1364 Clifton Road, NE, Atlanta, GA 30322, USA. Electronic address: hgebel@emory.edu.
Robert A BrayEmory University School of Medicine, Pathology & Laboratory Medicine, Emory University Hospital, Room H183, 1364 Clifton Road, NE, Atlanta, GA 30322, USA. Electronic address: rbray@emory.edu.

Funding

Training Grant in Transfusion Medicine (T32)T32HL069769 · NHLBI · EMORY UNIVERSITY · PI Una T O'Doherty, John D Roback · 2004 to 2026
$2.6M
NHLBI NIH HHS T32 HL069769
6 · The paper itself

Abstract

As the practice of medicine becomes more reliant on imaging and laboratory tests, medical decisions will be increasingly based on numbers. Accordingly, following the introduction of solid-phase testing to the HLA testing repertoire, laboratory directors and physicians have employed preset mean fluorescence intensity (MFI) thresholds as the basis for decisions in the management of transplant patients. However, what do MFI values mean? The literature is rife with reports detailing numerous factors that influence antibody assessment including (but not limited to) sensitization history of the patient, level of mismatch between donor and recipient, presence of interfering substances in the serum, whether the antigen on multiplex beads is native or denatured, day-to-day and technologist variability, and the historical performance of an assay in a given institution. How are these variables incorporated into the interpretation of MFI values? Herein, the pitfalls and complexities of single antigen bead (SAB) testing and interpretation are discussed with specific attention to what can and cannot be inferred by MFI.

Indexed as

TransplantationClinical Decision-MakingFlow CytometryGraft RejectionHistocompatibilityHLA AntigensHumansImmunosorbent TechniquesIsoantibodiesMonitoring, PhysiologicObserver VariationReference StandardsHLA AntigensIsoantibodiesC1qHLAMFISABSolid phase single antigen

Identifiers

PMID28576578
PMCPMC8663030

What OpenQuestion holds

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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.