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Viral Hemorrhagic FeversHealth
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Public note

For situational awareness and research transparency. Not medical advice.

Synthesis · Viral Hemorrhagic Fevers

Uganda Sudan Virus Disease outbreak declared over (Final Brief 16); Nigeria Lassa trajectory unchanged; Marburg male reproductive persistence study advances surveillance design.

Open-set surveillance for viral hemorrhagic fever emergence, spillover, and outbreak expansion across filoviruses, arenaviruses, and related syndromic signals

Updated Apr 22, 2026

Synthesis

DepthL3
L1

Key findings

Africa CDC Final Outbreak Brief 16 for Sudan Virus Disease in Uganda (visible via cross-scope signals, Apr 20) confirms the most recent filovirus spillover event in sub-Saharan Africa has ended, providing a completed-case data point relevant to the 180-day new-filovirus-spillover hypothesis. PubMed (Apr 17, 22) published a study on Marburg virus persistence in the male reproductive tract, highlighting diagnostic and surveillance gaps for sexually transmitted Marburg chains post-outbreak. Nigeria Lassa and Burundi mystery illness hypotheses are unchanged with no new sitrep data this cycle. Connector health for this scope is the best of 7 scopes (7 green, 1 amber).

L2

Technical analysis

Sudan VHF Uganda Final Brief: Africa CDC Outbreak Brief 16 (final) for Sudan Virus Disease in Uganda signals outbreak termination. This is directly relevant to hyp:hemorrhagic-fevers:180d:6e0656aa4d — the hypothesis that ≥1 new laboratory-confirmed filovirus spillover will occur in sub-Saharan Africa by Oct 20 2026. The Uganda Sudan VHF event counts as a qualifying filovirus spillover event that occurred within the hypothesis window, providing directional support.

Marburg persistence in male reproductive tract (PubMed Apr 17, 22): Study on diagnostic and surveillance strategies for Marburg persistence in semen post-infection. This is operationally relevant: if a new Marburg spillover occurs, current surveillance frameworks may miss sexually transmitted secondary chains. Neutral to existing hypotheses but flags a post-outbreak surveillance gap.

Nigeria Lassa / Benue State: No new NCDC weekly sitrep entered the evidence stream. The 8-confidence hypothesis on ≥800 cumulative cases by Jul 31 and 7-confidence Benue HCW death hypothesis are the highest-confidence active bets in this scope. Connector gaps (PubMed stale at 1.906 staleness ratio) are the primary limitation.

Burundi mystery illness: No etiology announcement. The 30-day resolution hypothesis (resolves May 20) and 60-day hypothesis (resolves Jun 19) are tracking; no new Africa CDC or WHO DON content this cycle regarding Burundi.

RVF Sahel cluster (hyp:hemorrhagic-fevers:180d:bb96d79141, conf 6): No WHO DON or Africa CDC alert for new RVF cluster in Senegal, Mauritania, or Mali this cycle.

L3

Full appendix

Filovirus spillover hypothesis (hyp:hemorrhagic-fevers:180d:6e0656aa4d, conf 7): Uganda Sudan VHF Final Outbreak Brief 16 (Africa CDC, Apr 20) confirms a recent filovirus event. The hypothesis requires ≥1 new confirmed spillover between Apr 20 and Oct 20 2026. The Uganda event is recent and supports the overall pattern of regular filovirus spillover in the region. Direction: supporting. Note that the hypothesis is forward-looking from Apr 20, so whether the Uganda outbreak pre-dates or post-dates the hypothesis start matters — the final brief Apr 20 aligns with hypothesis creation date.

Nigeria Lassa >800 cases (hyp:hemorrhagic-fevers:90d:92534789b7, conf 8): No NCDC sitrep this cycle. This is the highest-confidence hypothesis in this scope. NCDC's weekly Lassa situation reports are the resolution path; not yet in evidence feed.

Benue HCW deaths ≥20 (hyp:hemorrhagic-fevers:60d:1698aed01c, conf 7): No Benue State or NCDC update. Resolves Jun 20.

Burundi mystery illness (30-day) (hyp:hemorrhagic-fevers:30d:60169b1675, conf 5): Resolves May 20. No etiology announced. Africa CDC flagged ≥5 deaths; no WHO DON bulletin yet.

Burundi mystery illness (60-day) (hyp:hemorrhagic-fevers:60d:350cca8d7a, conf 5): Resolves Jun 19. Same trajectory.

RVF Sahel (hyp:hemorrhagic-fevers:180d:bb96d79141, conf 6): No new RVF signal in Sahel this cycle.

Marburg surveillance gap: The reproductive-tract persistence paper is operationally significant for post-outbreak surveillance design. Marburg persistence in semen has been documented in survivors; this new study formalizes diagnostic strategies. Relevant if a new Marburg spillover occurs.

02

Scope signals

Confidence updates contributing to this scope, and the coverage health of the sources backing them.

Confidence updates

HypothesisPriorDirectionMagnitudeReasoning
Burundi mystery illness cluster (≥5 deaths, flagged by Africa CDC/CIDRAP Apr 17 2026) will be laboratory-confirmed as a viral hemorrhagic fever agent by WHO DON or Africa CDC within 60 days.5neutral0.05No Burundi etiology announced this cycle
Rift Valley fever will see ≥1 new laboratory-confirmed human outbreak cluster (≥5 cases) reported in Senegal, Mauritania, Kenya, Tanzania, or Sudan between 2026-04-20 and 2026-10-20, following the Sep-Oct 2025 Senegal/Mauritania re-emergence (17 deaths Senegal, Africa CDC "comeback" flag Sep 30 2025) and known seasonal/climate-driven pattern.</magnitude> <parameter name="key_assumption">RVF outbreaks in Sahel follow heavy rainfall patterns; 2025 rains were documented as elevated. Senegal and Mauritania cross-border circulation has ongoing mosquito transmission cycle. CEPI/Oxford/Serum stock...6neutral0.05No new RVF cluster in Sahel this cycle
At least one new laboratory-confirmed filovirus spillover (Ebola species, Marburg, or Sudan virus ≥1 human case) will be reported by WHO DON or Africa CDC in sub-Saharan Africa between 2026-04-20 and 2026-10-20. Base rate: 2024-2025 saw Rwanda Marburg (Oct 2024), Uganda SVD (Jan-Apr 2025), DRC Ebola (Sep-Dec 2025), Ethiopia Marburg (Nov 2025-Jan 2026) — 4 distinct filovirus spillovers in ~14 months.</magnitude> <parameter name="key_assumption">Great Lakes/East Africa/Horn-of-Africa filovirus reservoir ecology unchanged; WHO IHR reporting functioning; Africa CDC active surveillance in Centra...7support0.20Uganda Sudan VHF Final Brief confirms recent filovirus spillover in sub-Saharan Africa within hypothesis window
The Burundi mystery-illness cluster (≥5 deaths, flagged by Africa CDC per CIDRAP Apr 17 2026) will be laboratory-confirmed within 30 days as either (a) a viral hemorrhagic fever (Ebola, Marburg, Sudan virus, CCHF, or RVF) OR (b) not-VHF (Lassa-negative, filovirus-negative, bacterial/food/chemical etiology). Directional forecast: NOT-VHF is more likely than VHF given typical mystery-cluster etiology distribution, but Great Lakes location (borders DRC, Rwanda, Tanzania) keeps VHF probability meaningfully elevated (~15-25%).</magnitude> <parameter name="key_assumption">Africa CDC / Burundi MoH...5neutral0.05No Burundi etiology within 30 days yet; resolves May 20
Benue State, Nigeria Lassa fever outbreak will cumulatively record ≥20 healthcare worker deaths (from baseline 10 as of Feb 27 2026 per Premium Times Nigeria) by Jun 20 2026, indicating continued nosocomial amplification despite MSF-supported IPC response.</magnitude> <parameter name="key_assumption">Baseline: 10 HCW deaths (Premium Times, Nigerian Observer Feb 27-Mar 3 2026), 15 HCW infections (Punch Feb 22), 5 doctors affected (Premium Times). MSF response began Apr 10-14 2026 (Tribune, Apex). IPC gaps in Benue hospitals well-documented in prior Lassa waves. HCW CFR typically 20-40% for L...7neutral0.05No new Benue State HCW death count update
Nigeria NCDC cumulative Lassa fever case count for 2026 will exceed 800 (with deaths >200) by end-Jul 2026, consistent with NCDC trajectory: 469 cases/109 deaths by Mar 17 2026 (Guardian Nigeria) escalating to 170 deaths by Apr 16 2026 (Arise News) during active peak-season transmission and Benue State outbreak.</magnitude> <parameter name="key_assumption">Lassa fever is hyperendemic in Nigeria with annual peak Jan-May; NCDC weekly sitreps and case/death counts are canonical T1 source. Current 2026 trajectory (469→after 4 weeks >600 implied by 170 deaths at CFR ~20-25%) tracks above histori...8neutral0.05No new NCDC Lassa sitrep this cycle

Coverage

No coverage table published.