Subtopic Deep Dive

Monkeypox Virus Epidemiology
Research Guide

What is Monkeypox Virus Epidemiology?

Monkeypox Virus Epidemiology studies the incidence, transmission dynamics, outbreak patterns, risk factors, case-fatality rates, and surveillance of monkeypox virus in endemic and emerging regions.

Monkeypox outbreaks have expanded beyond Central and West Africa, with major events in Nigeria (2017-18) and 16 countries in 2022. Key studies document clinical features, phylogenomic changes, and clade differences (Thornhill et al., 2022; Yinka-Ogunleye et al., 2019; Likos et al., 2005). Over 10,000 citations across 15 listed papers highlight surveillance needs post-smallpox eradication.

Curated Papers

Key Challenges

Why It Matters

Epidemiological data from Thornhill et al. (2022) across 16 countries enabled rapid global response to the 2022 outbreak, informing vaccination strategies. Bunge et al. (2022) systematic review identified changing transmission patterns, guiding outbreak preparedness in non-endemic areas. Yinka-Ogunleye et al. (2019) Nigeria report revealed human-to-human spread risks, shaping WHO surveillance protocols. Isidro et al. (2022) phylogenomics tracked microevolution, predicting clade B.1 spread.

Key Research Challenges

Surveillance Gaps in Endemic Areas

Limited reporting in DRC and Nigeria underestimates true incidence (Alakunle et al., 2020). Yinka-Ogunleye et al. (2019) documented 2017-18 Nigeria outbreak with incomplete case tracing. Beer and Rao (2019) review highlights inconsistent data across outbreaks.

Distinguishing Clade Virulence

West African and Congo Basin clades differ in fatality rates (Likos et al., 2005; Chen et al., 2005). Huhn et al. (2005) identified risk factors for severe disease but lacked genomic resolution. Isidro et al. (2022) noted microevolution complicating predictions.

Transmission Modeling Accuracy

Human-to-human chains increased in 2022 but models undervalue sexual networks (Thornhill et al., 2022). Bunge et al. (2022) review calls for updated R0 estimates. Adler et al. (2022) UK study shows variable secondary attack rates.

Essential Papers

Monkeypox Virus Infection in Humans across 16 Countries — April–June 2022

John Thornhill, Sapha Barkati, Sharon Walmsley et al. · 2022 · New England Journal of Medicine · 2.1K citations

In this case series, monkeypox manifested with a variety of dermatologic and systemic clinical findings. The simultaneous identification of cases outside areas where monkeypox has traditionally bee...

The changing epidemiology of human monkeypox—A potential threat? A systematic review

Eveline M. Bunge, Bernard Hoet, Liddy Chen et al. · 2022 · PLoS neglected tropical diseases · 1.8K citations

Monkeypox, a zoonotic disease caused by an orthopoxvirus, results in a smallpox-like disease in humans. Since monkeypox in humans was initially diagnosed in 1970 in the Democratic Republic of the C...

Clinical features and management of human monkeypox: a retrospective observational study in the UK

Hugh Adler, Susan Gould, Paul Hine et al. · 2022 · The Lancet Infectious Diseases · 1.2K citations

Outbreak of human monkeypox in Nigeria in 2017–18: a clinical and epidemiological report

Adesola Yinka-Ogunleye, Olusola Aruna, Mahmood Dalhat et al. · 2019 · The Lancet Infectious Diseases · 911 citations

A tale of two clades: monkeypox viruses

Anna Likos, Scott A. Sammons, Victoria A. Olson et al. · 2005 · Journal of General Virology · 843 citations

Human monkeypox was first recognized outside Africa in 2003 during an outbreak in the USA that was traced to imported monkeypox virus (MPXV)-infected West African rodents. Unlike the smallpox-like ...

Phylogenomic characterization and signs of microevolution in the 2022 multi-country outbreak of monkeypox virus

Joana Isidro, Vítor Borges, Miguel Pinto et al. · 2022 · Nature Medicine · 799 citations

Abstract The largest monkeypox virus (MPXV) outbreak described so far in non-endemic countries was identified in May 2022 (refs. 1–6 ). In this study, shotgun metagenomics allowed the rapid reconst...

Monkeypox Virus in Nigeria: Infection Biology, Epidemiology, and Evolution

Emmanuel Alakunle, Ugo Moens, Godwin Nchinda et al. · 2020 · Viruses · 773 citations

Monkeypox is a zoonotic disease caused by monkeypox virus (MPXV), which is a member of orthopoxvirus genus. The reemergence of MPXV in 2017 (at Bayelsa state) after 39 years of no reported case in ...

Reading Guide

Foundational Papers

Start with Likos et al. (2005) for clade differences (843 citations), Huhn et al. (2005) for risk factors (614 citations), Chen et al. (2005) for virulence assays (528 citations); these establish pre-2015 baselines.

Recent Advances

Study Thornhill et al. (2022) for 2022 outbreak (2066 citations), Bunge et al. (2022) systematic review (1837 citations), Isidro et al. (2022) phylogenomics (799 citations) for current dynamics.

Core Methods

Core techniques: case series and clinical scoring (Adler et al., 2022), shotgun metagenomics (Isidro et al., 2022), real-time PCR (Li et al., 2010), epidemiological modeling from reviews (Beer and Rao, 2019).

How PapersFlow Helps You Research Monkeypox Virus Epidemiology

Discover & Search

Research Agent uses searchPapers('monkeypox epidemiology 2022 outbreak') to retrieve Thornhill et al. (2022, 2066 citations), then citationGraph reveals 500+ citing papers on global spread; exaSearch uncovers non-indexed reports, findSimilarPapers links to Bunge et al. (2022).

Analyze & Verify

Analysis Agent applies readPaperContent on Yinka-Ogunleye et al. (2019) to extract case-fatality data, verifyResponse with CoVe cross-checks against Isidro et al. (2022) phylogenomics; runPythonAnalysis fits SIR models to incidence curves from Adler et al. (2022) with GRADE scoring for evidence strength.

Synthesize & Write

Synthesis Agent detects gaps in clade surveillance via contradiction flagging between Likos et al. (2005) and 2022 studies; Writing Agent uses latexEditText for outbreak timeline, latexSyncCitations integrates 10 papers, latexCompile generates report, exportMermaid diagrams transmission networks.

Use Cases

"Analyze case-fatality trends from Nigeria 2017-18 using Python sandbox."

Research Agent → searchPapers('Yinka-Ogunleye monkeypox Nigeria') → Analysis Agent → readPaperContent + runPythonAnalysis(pandas plot CFR by age) → matplotlib incidence graph with statistical tests.

"Draft LaTeX review of 2022 monkeypox epidemiology."

Synthesis Agent → gap detection on Thornhill et al. (2022) citations → Writing Agent → latexEditText(outline) → latexSyncCitations(15 papers) → latexCompile → PDF with figures.

"Find code for monkeypox phylogenomic analysis."

Research Agent → searchPapers('Isidro monkeypox phylogenomics') → paperExtractUrls → paperFindGithubRepo → githubRepoInspect → Nextstrain workflow for clade B.1 trees.

Automated Workflows

Deep Research workflow conducts systematic review: searchPapers(50+ monkeypox epidemiology papers) → citationGraph clustering by outbreak → structured report with R0 estimates. DeepScan applies 7-step verification to Bunge et al. (2022) data with CoVe checkpoints and GRADE grading. Theorizer generates hypotheses on sexual transmission evolution from Thornhill et al. (2022) and Adler et al. (2022).

Try Doxa for Monkeypox Virus Epidemiology Research

Frequently Asked Questions

What defines Monkeypox Virus Epidemiology?

It examines incidence, transmission, outbreaks, risk factors, and surveillance of monkeypox virus across regions (Bunge et al., 2022).

What are key methods in monkeypox epidemiology?

Methods include case series (Thornhill et al., 2022), phylogenomics (Isidro et al., 2022), real-time PCR strain detection (Li et al., 2010), and systematic reviews (Beer and Rao, 2019).

What are landmark papers?

Thornhill et al. (2022, 2066 citations) on 2022 multi-country outbreak; Yinka-Ogunleye et al. (2019, 911 citations) on Nigeria; Likos et al. (2005, 843 citations) on clades.

What open problems exist?

Challenges include surveillance gaps in Africa (Alakunle et al., 2020), virulence prediction across clades (Chen et al., 2005), and modeling novel transmission routes (Adler et al., 2022).