A

Disease A

Slug:Influenza
B

Disease B

Slug:Alzheimer_Disease
G

Causal Mechanism Graphs

Influenza

graph LR
    Triggering_of_Acute_Myocardial_Infarction["Triggering of Acute Myocardial Infarction"]
    Endothelial_Dysfunction_and_Thromboinflammation["Endothelial Dysfunction and Thromboinflammation"]

    Endothelial_Dysfunction_and_Thromboinflammation --> Triggering_of_Acute_Myocardial_Infarction

    style Triggering_of_Acute_Myocardial_Infarction fill:#dbeafe
    style Endothelial_Dysfunction_and_Thromboinflammation fill:#dbeafe

Alzheimer Disease

graph LR
    Neuroinflammation["Neuroinflammation"]
    Intercellular_Tau_Transmission_via_Extracellular_Vesicles["Intercellular Tau Transmission via Extracellular Vesicles"]
    PSEN1["PSEN1"]
    Synaptic_Dysfunction["Synaptic Dysfunction"]
    Oxidative_Stress["Oxidative Stress"]
    PARP1_Mediated_Parthanatos["PARP1-Mediated Parthanatos"]
    HSV_1_Reactivation_in_RORB+_Glutamatergic_Neurons["HSV-1 Reactivation in RORB+ Glutamatergic Neurons"]
    PSEN2["PSEN2"]
    Memory_Loss["Memory Loss"]
    Autophagy_Lysosomal_Dysfunction["Autophagy-Lysosomal Dysfunction"]
    APP["APP"]
    Amyloid_Plaque_Formation["Amyloid Plaque Formation"]
    Mitochondrial_Quality_Control_Failure["Mitochondrial Quality-Control Failure"]
    LRP1["LRP1"]
    Neurofibrillary_Tangle_Formation["Neurofibrillary Tangle Formation"]
    Vascular_Dysfunction["Vascular Dysfunction"]

    Amyloid_Plaque_Formation --> Neurofibrillary_Tangle_Formation
    Amyloid_Plaque_Formation --> Synaptic_Dysfunction
    Amyloid_Plaque_Formation --> Neuroinflammation
    Neurofibrillary_Tangle_Formation --> Synaptic_Dysfunction
    Neurofibrillary_Tangle_Formation --> Intercellular_Tau_Transmission_via_Extracellular_Vesicles
    Synaptic_Dysfunction --> Memory_Loss
    Neuroinflammation --> Amyloid_Plaque_Formation
    Neuroinflammation --> Neurofibrillary_Tangle_Formation
    Neuroinflammation --> Oxidative_Stress
    Neuroinflammation --> Vascular_Dysfunction
    Oxidative_Stress --> Synaptic_Dysfunction
    Mitochondrial_Quality_Control_Failure --> Amyloid_Plaque_Formation
    Mitochondrial_Quality_Control_Failure --> Neurofibrillary_Tangle_Formation
    Mitochondrial_Quality_Control_Failure --> Memory_Loss
    Vascular_Dysfunction --> Amyloid_Plaque_Formation
    Vascular_Dysfunction --> Synaptic_Dysfunction
    Autophagy_Lysosomal_Dysfunction --> Amyloid_Plaque_Formation
    Autophagy_Lysosomal_Dysfunction --> Neurofibrillary_Tangle_Formation
    HSV_1_Reactivation_in_RORB+_Glutamatergic_Neurons --> Synaptic_Dysfunction
    Intercellular_Tau_Transmission_via_Extracellular_Vesicles --> Neurofibrillary_Tangle_Formation
    PARP1_Mediated_Parthanatos --> Neuroinflammation
    PARP1_Mediated_Parthanatos --> Oxidative_Stress
    PARP1_Mediated_Parthanatos --> Mitochondrial_Quality_Control_Failure
    APP --> Amyloid_Plaque_Formation
    PSEN1 --> Amyloid_Plaque_Formation
    PSEN2 --> Amyloid_Plaque_Formation
    LRP1 --> Vascular_Dysfunction

    style Neuroinflammation fill:#dbeafe
    style Intercellular_Tau_Transmission_via_Extracellular_Vesicles fill:#dbeafe
    style PSEN1 fill:#f3e8ff
    style Synaptic_Dysfunction fill:#dbeafe
    style Oxidative_Stress fill:#dbeafe
    style PARP1_Mediated_Parthanatos fill:#dbeafe
    style HSV_1_Reactivation_in_RORB+_Glutamatergic_Neurons fill:#dbeafe
    style PSEN2 fill:#f3e8ff
    style Memory_Loss fill:#fef3c7
    style Autophagy_Lysosomal_Dysfunction fill:#dbeafe
    style APP fill:#f3e8ff
    style Amyloid_Plaque_Formation fill:#dbeafe
    style Mitochondrial_Quality_Control_Failure fill:#dbeafe
    style LRP1 fill:#f3e8ff
    style Neurofibrillary_Tangle_Formation fill:#dbeafe
    style Vascular_Dysfunction fill:#dbeafe
H

Hypotheses

Severe influenza (especially with pneumonia) may contribute to later neurodegeneration through systemic and neuroinflammation, cerebrovascular injury, and accelerated amyloid/tau pathology; an alternative/competing explanation is reverse causation or shared frailty/susceptibility, and the influenza-specific effect size on Alzheimer's disease is not yet verified here from primary full text.
PMID:36669485 (SUPPORT)
Source: HUMAN_CLINICAL
"we identified 45 viral exposures significantly associated with increased risk of neurodegenerative disease and replicated 22 of these associations."
Supports a broader pattern of viral exposures associated with later neurodegenerative disease, of which influenza-with-pneumonia is one.
Y

Raw YAML

Show YAML
name: com_Influenza__Alzheimer_Disease
creation_date: "2026-06-25T12:00:00Z"
curation_status: CANDIDATE
notes: >-
  Tentative directional trajectory: severe influenza (notably influenza with
  pneumonia) has been associated with later neurodegenerative disease, including
  Alzheimer's disease and other dementias, in biobank and cohort studies. IMPORTANT
  EVIDENCE CAVEAT: the Intercept essay cited "~4.5-5x dementia" and "~2.6-4.1x
  Alzheimer's" risk after severe influenza/pneumonia. Those specific magnitudes
  most plausibly trace to per-disease hazard ratios in the Levine 2023 (Neuron)
  biobank study, but they appear in that paper's figures/tables and could NOT be
  verified from the abstract; they are therefore NOT asserted here as quantitative
  signals. Only the verifiable qualitative abstract statements are curated. The
  adjacent Sipila 2021 cohort quantifies an infection->dementia association but is
  for ANY hospital-treated infection, not influenza specifically. Kept as CANDIDATE
  pending extraction of the influenza-specific HRs from full text.

disease_a:
  slug: Influenza

disease_b:
  slug: Alzheimer_Disease

directionality: A_BEFORE_B

literature_evidence:
- reference: PMID:36669485
  supports: SUPPORT
  evidence_source: HUMAN_CLINICAL
  snippet: "Influenza with pneumonia was significantly associated with five of the six neurodegenerative diseases studied."
  explanation: >-
    Cross-biobank study reports that influenza with pneumonia is significantly
    associated with multiple neurodegenerative diseases (the numeric per-disease
    hazard ratios are in the source tables, not the abstract).
- reference: PMID:34166620
  supports: PARTIAL
  evidence_source: HUMAN_CLINICAL
  snippet: "Hospitalisation for any infectious disease was associated with increased dementia risk in the primary cohort"
  explanation: >-
    Adjacent cohort evidence that hospital-treated infection is associated with
    increased dementia risk; not influenza-specific, so only partial support for
    the influenza->Alzheimer's trajectory.

hypotheses:
- description: >-
    Severe influenza (especially with pneumonia) may contribute to later
    neurodegeneration through systemic and neuroinflammation, cerebrovascular
    injury, and accelerated amyloid/tau pathology; an alternative/competing
    explanation is reverse causation or shared frailty/susceptibility, and the
    influenza-specific effect size on Alzheimer's disease is not yet verified
    here from primary full text.
  evidence:
  - reference: PMID:36669485
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "we identified 45 viral exposures significantly associated with increased risk of neurodegenerative disease and replicated 22 of these associations."
    explanation: >-
      Supports a broader pattern of viral exposures associated with later
      neurodegenerative disease, of which influenza-with-pneumonia is one.
Source:GitHub