Evidence map›Paper›PMID 38531950›Full record

ArticleLeukemia2024

Proteomics for optimizing therapy in acute myeloid leukemia: venetoclax plus hypomethylating agents versus conventional chemotherapy.

Eduardo Sabino de Camargo Magalhães, Stefan Edward Hubner, Brandon Douglas Brown, Yihua Qiu, Steven Mitchell Kornblau

Open access · hybridAbstract read
In one paragraph

Article in Leukemia, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
3.6field-weighted citation impact, top 7% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Review
  2. Article
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  5. 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

5 authors at 3 institutions in 2 countries.

Eduardo Sabino de Camargo MagalhãesDepartment of Ageing Biology/ERIBA, University of Groningen, University Medical Center Groningen, Groningen, 9713 AV, the Netherlands.ORCID 0000-0002-7726-4827
Stefan Edward HubnerJohn Sealy School of Medicine, The University of Texas Medical Branch at Galveston, Galveston, TX, 77555, USA.
Brandon Douglas BrownDivision of Pediatrics, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA.
Yihua QiuDepartment of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA.
Steven Mitchell KornblauDepartment of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, TX, 77030-4009, USA. skornblau@mdanderson.org.ORCID 0000-0002-5990-9548
The University of Texas MD Anderson Cancer Center · USThe University of Texas Medical Branch at Galveston · USUniversity Medical Center Groningen · NL

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of Hypomethylating agents combined with Venetoclax (VH) for the treatment of Acute Myeloid Leukemia (AML) has greatly improved outcomes in recent years. However not all patients benefit from the VH regimen and a way to rationally select between VH and Conventional Chemotherapy (CC) for individual AML patients is needed. Here, we developed a proteomic-based triaging strategy using Reverse-phase Protein Arrays (RPPA) to optimize therapy selection. We evaluated the expression of 411 proteins in 810 newly diagnosed adult AML patients, identifying 109 prognostic proteins, that divided into five patient expression profiles, which are useful for optimizing therapy selection. Furthermore, using machine learning algorithms, we determined a set of 14 proteins, among those 109, that were able to accurately recommend therapy, making it feasible for clinical application. Next, we identified a group of patients who did not benefit from either VH or CC and proposed target-based approaches to improve outcomes. Finally, we calculated that the clinical use of our proteomic strategy would have led to a change in therapy for 30% of patients, resulting in a 43% improvement in OS, resulting in around 2600 more cures from AML per year in the United States.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsBridged Bicyclo Compounds, HeterocyclicLeukemia, Myeloid, AcuteProteomicsSulfonamidesAdultAgedAged, 80 and overDNA MethylationFemaleHumansMaleMiddle AgedPrognosisSurvival RateYoung AdultBridged Bicyclo Compounds, HeterocyclicSulfonamidesvenetoclax

Identifiers

PMID38531950
PMCPMC11073970
OpenAlexW4393201783

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.