Evidence map›Paper›PMID 34780598›Full record

ArticleBlood2022

An improved index for diagnosis and mortality prediction in malignancy-associated hemophagocytic lymphohistiocytosis.

Adi Zoref-Lorenz, Jun Murakami, Liron Hofstetter, Swaminathan Iyer, Ahmad S Alotaibi, Shehab Fareed Mohamed, Peter G Miller, Elad Guber, Shiri Weinstein, Joanne Yacobovich and 10 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Blood, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05882175 (A Prospective Study to Validate the Prognostic Power of the Optimized HLH Inflammatory), which is not on this map. Cited by 98 papers.

0numbers the graph read from it
0cells of the map it votes in
98citing papers in PubMed
11.5field-weighted citation impact, top 1% 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.

NCT05882175 recruitingnot on this map

A Prospective Study to Validate the Prognostic Power of the Optimized HLH Inflammatory (OHI) Index

TypeobservationalSponsorMeir Medical CenterRan2021 to 2030Enrolled300ConditionsHLH, Hemophagocytic Lymphohistiocytoses, Hemophagocytic Syndrome, Hematologic Malignancy
3 · Its place in the literature

Who cites it

98 citing papers in PubMed, 139 citations in OpenAlex.

  1. The Immune Checkpoint Inhibitors Journey: From Early Promise to Lasting Impact.Journal of immunotherapy and precision oncology · 2026
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38 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

20 authors at 7 institutions in 4 countries.

Adi Zoref-LorenzHematology Institute, Meir Medical Center, Kfar Saba, Israel.
Jun MurakamiClinical Laboratory, Transfusion Medicine and Cell Therapy, University of Toyama, Toyama, Japan.ORCID 0000-0002-2017-963X
Liron HofstetterSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Swaminathan IyerDepartment of Lymphoma and.
Ahmad S AlotaibiDepartment of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0003-4662-8787
Shehab Fareed MohamedDepartment of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX.
Peter G MillerDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0002-6797-9335
Elad GuberSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Shiri WeinsteinSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Joanne YacobovichSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.ORCID 0000-0003-3763-5694
Sarah NikiforowDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.
Benjamin L EbertDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA.ORCID 0000-0003-0197-5451
Adam LaneDepartment of Pediatrics, University of Cincinnati, and Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH.
Oren PasvolskySackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Pia RaananiSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Arnon NaglerSackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
Nancy BerlinerDivision of Hematology, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA.
Naval DaverDepartment of Leukemia, University of Texas MD Anderson Cancer Center, Houston, TX.ORCID 0000-0001-7103-373X
Martin EllisHematology Institute, Meir Medical Center, Kfar Saba, Israel.
Michael B JordanDivision of Immunobiology, Cincinnati Children's Medical Center, Cincinnati, OH.
Tel Aviv University · ILCincinnati Children's Hospital Medical Center · USThe University of Texas MD Anderson Cancer Center · USBroad Institute · USBrigham and Women's Hospital · USDana-Farber Cancer Institute · USUniversity of Toyama · JP

Funding

Functional Genomic Dissection of Refractory AnemiaR01HL082945 · NHLBI · DANA-FARBER CANCER INSTITUTE · PI EBERT, BENJAMIN LEVINE · 2005 to 2022
$6.8M
Role of PPM1D and PPM1D mutations in hematopoiesis and response to stressK08CA263183 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI MILLER, PETER GRANT · 2021 to 2025
$1.1M
Redefining hemophagocytic lymphohistiocytosis in hematologic malignanciesR21CA256390 · NCI · CINCINNATI CHILDRENS HOSP MED CTR · PI JORDAN, MICHAEL · 2021 to 2022
$404k
NCI NIH HHS K08 CA263183NCI NIH HHS R21 CA256390NHLBI NIH HHS R01 HL082945
6 · The paper itself

Abstract

Hemophagocytic lymphohistiocytosis (HLH) is a life-threatening inflammatory syndrome that may complicate hematologic malignancies (HMs). The appropriateness of current criteria for diagnosing HLH in the context of HMs is unknown because they were developed for children with familial HLH (HLH-2004) or derived from adult patient cohorts in which HMs were underrepresented (HScore). Moreover, many features of these criteria may directly reflect the underlying HM rather than an abnormal inflammatory state. To improve and potentially simplify HLH diagnosis in patients with HMs, we studied an international cohort of 225 adult patients with various HMs both with and without HLH and for whom HLH-2004 criteria were available. Classification and regression tree and receiver-operating curve analyses were used to identify the most useful diagnostic and prognostic parameters and to optimize laboratory cutoff values. Combined elevation of soluble CD25 (>3900 U/mL) and ferritin (>1000 ng/mL) best identified HLH-2004-defining features (sensitivity, 84%; specificity, 81%). Moreover, this combination, which we term the optimized HLH inflammatory (OHI) index, was highly predictive of mortality (hazard ratio, 4.3; 95% confidence interval, 3.0-6.2) across diverse HMs. Furthermore, the OHI index identified a large group of patients with high mortality risk who were not defined as having HLH according to HLH-2004/HScore. Finally, the OHI index shows diagnostic and prognostic value when used for routine surveillance of patients with newly diagnosed HMs as well as those with clinically suspected HLH. Thus, we conclude that the OHI index identifies patients with HM and an inflammatory state associated with a high mortality risk and warrants further prospective validation.

Indexed as

AgedBiomarkers, TumorFemaleFerritinsFollow-Up StudiesHematologic NeoplasmsHumansInterleukin-2 Receptor alpha SubunitLymphohistiocytosis, HemophagocyticMaleMiddle AgedPrognosisRetrospective StudiesSurvival RateBiomarkers, TumorFerritinsIL2RA protein, humanInterleukin-2 Receptor alpha Subunit

Identifiers

PMID34780598
PMCPMC8854682
OpenAlexW3214549853

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Registered trials

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.