Evidence map›Paper›PMID 41427304›Full record

ArticlebioRxiv : the preprint server for biology2025

The Portable Microhaplotype Object and Tools.

Nicholas J Hathaway, Kathryn Murie, Maxwell Murphy, Alfred Simkin, Jorge Amaya-Romero, Alfred Hubbard, Jessica Briggs, Andrés Aranda-Díaz, Angela M Early, Amy Wesolowski and 3 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Nicholas J HathawayEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.ORCID 0000-0001-9639-2894
Kathryn MurieEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.ORCID 0009-0008-9612-2016
Maxwell MurphyEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.ORCID 0000-0003-0332-4388
Alfred SimkinDepartment of Pathology and Laboratory Medicine, Brown University, USA.ORCID 0000-0001-9408-0053
Jorge Amaya-RomeroDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, USA.
Alfred HubbardDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, USA.ORCID 0000-0003-4917-7272
Jessica BriggsEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.
Andrés Aranda-DíazEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.ORCID 0000-0002-0566-4901
Angela M EarlyInfectious Disease and Microbiome Program, Broad Institute, USA.ORCID 0000-0002-3169-2324
Amy WesolowskiDepartment of Epidemiology, Johns Hopkins Bloomberg School of Public Health, USA.ORCID 0000-0001-6320-3575
Daniel E NeafseyDepartment of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Harvard University, USA.ORCID 0000-0002-1665-9323
Jeffrey A BaileyDepartment of Pathology and Laboratory Medicine, Brown University, USA.ORCID 0000-0002-6899-8204
Bryan GreenhouseEPPIcenter program, Division of HIV, ID, and Global Medicine, University of California, San Francisco, USA.ORCID 0000-0003-0287-9111

Funding

Artemisinin Resistance in Africa: its emergence and evolution in RwandaR01AI156267 · NIAID · BROWN UNIVERSITY · PI BAILEY, JEFFREY A., JULIANO, JONATHAN J · 2021 to 2024
$3.0M
Mentoring translational scientists in international infectious disease researchK24AI144048 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Bryan R Greenhouse · 2019 to 2026
$1.6M
Data and analysis ecosystem for eukaryotic pathogen targeted sequencingU01AI184646 · NIAID · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GREENHOUSE, BRYAN R · 2024 to 2025
$1.5M
Gates Foundation INV-009416NIAID NIH HHS K24 AI144048NIAID NIH HHS R01 AI156267NIAID NIH HHS U01 AI184646
6 · The paper itself

Abstract

Motivation: The rapid increase in the generation of targeted sequencing data offers immense potential for research, medicine, and public health, however the lack of an established standard for these data has led to disparate solutions for data storage. A widely accepted standard is essential for data sharing, reuse, and the coordinated development of interoperable analysis tools. Results: We propose the Portable Microhaplotype Object (PMO), a standardized format for efficiently and losslessly storing phased targeted sequencing data (microhaplotypes). The PMO format is JSON-based, allowing efficient, relational storage of genetic data together with relevant metadata to minimize orphaned data. The format includes required fields and a curated set of optional fields leveraging established ontologies. To facilitate ease of use, we developed pmotools-python, an open-source package for creating, manipulating, and exporting PMO data into common formats. Additionally, we provide a simple web-based app to quickly create PMO files from tabular inputs, making the format accessible to a wide variety of users. Example datasets from Availability and implementation: The Portable Microhaplotype Object (PMO) project, including the ontology specification, software tools, example datasets, and tutorials, is freely available at https://plasmogenepi.github.io/PMO_Docs/. Key software components and datasets have archived releases with DOIs to ensure permanence, detailed in the Supplementary Text 1-5.

Identifiers

PMID41427304
PMCPMC12713663

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.