Excellent question. You are asking if the visual evidence of inflammation from the PET scans can be mechanistically linked to specific genetic and metabolic findings from other ME/CFS research.
The slides you provided do not make these connections directly. However, based on the known functions of these genes and metabolites, we can draw strong, plausible connections between them and the inflammation shown in the scans. The genetic and metabolic findings can be seen as potential
upstream causes and associated markers of the
downstream effect of inflammation that the PET scans are visualizing.
Here’s how they likely associate:
1. Association with Genetic Findings (GWAS)
The PET scans show inflammation, which is a process driven by the immune system and cellular stress responses. Many of the genes you listed are directly involved in regulating these exact processes.
- Immune Regulation Genes: Genes like BTN2A2 and BTN3A3 (Butyrophilins) are known to be involved in regulating the activation of immune cells, specifically T-cells. A genetic variant that leads to improper regulation could result in an immune system that is chronically over-activated, leading to the kind of widespread, low-grade inflammation detected by the TSPO PET scans.
- Mitochondrial & Cellular Stress Genes: This is a particularly strong link.
- FBXL4 is a gene critical for maintaining mitochondrial function. A faulty FBXL4 can lead to mitochondrial dysfunction.
- The TSPO protein, which the PET tracer binds to, is located on the outer membrane of mitochondria.
- Mitochondrial dysfunction is a major source of cellular stress and inflammatory signals. Damaged mitochondria can trigger an immune response.
- Therefore, a genetic predisposition from a gene like FBXL4 could lead to mitochondrial stress, which in turn increases the expression of TSPO on those mitochondria, causing the bright signal seen in the PET scans. This is a direct mechanistic link between a specific gene you listed and the imaging results.
- General Cell Function Genes: Other genes on the list, like ARFGEF2 (vesicular trafficking) and CSE1L (cell proliferation), are fundamental to proper cell function. Dysregulation in these basic processes can also lead to cellular stress, which can trigger an inflammatory response.
In summary, the genetic findings point to a potential inherited vulnerability in immune function and cellular (especially mitochondrial) health. The PET scans can be interpreted as the visible, systemic manifestation of this underlying vulnerability.
2. Association with Metabolic Findings
The metabolic alterations you listed also align very well with a state of chronic inflammation and mitochondrial stress.
- Decreased Lipids (Phosphatidylcholines, Sphingomyelins, etc.):
- These lipids are essential building blocks of cell membranes, including mitochondrial membranes.
- Chronic inflammation involves a high rate of cell turnover and damage. The process of inflammation itself consumes these lipids to create signaling molecules.
- Therefore, the consistently decreased levels of these lipids could reflect membrane instability and/or the metabolic cost of sustained inflammation. The cellular machinery is struggling to keep up with the repair and signaling demands imposed by the inflammatory state shown in the PET scans.
- Elevated FGF21 (Fibroblast Growth Factor 21):
- This is another very strong link. FGF21 is a hormone that the body produces in response to various forms of stress, most notably mitochondrial dysfunction.
- It is considered a key biomarker for mitochondrial disease.
- Seeing elevated FGF21 alongside the PET scan findings suggests a coherent story: The body is experiencing significant mitochondrial stress (leading to high FGF21), and this stress is associated with increased TSPO expression and widespread inflammation (seen on the PET scan). In this context, the elevated FGF21 acts as a blood-based confirmation of the cellular stress state that the PET scan is imaging. It could even be a compensatory mechanism, where the body is trying to resolve the metabolic crisis.
Conclusion
The findings you've brought up do not contradict the PET scan results; they reinforce them and provide a potential biological framework.