I'm not understanding this neophyte. Your results on the chart are only significantly outside the reference range for 'mast cell and allergy related', 'neutrophil related' and maybe 'complement system related'. Only one of the specific genes mentioned seems to be described as being relevant to any of those three groups.
Do you know how they determined the reference ranges? I suspect they have been produced from an inadequately sized sample.
Excuse me, my friend, I made a mistake in the analysis. We are 60, but more than 250 will be added next month. 75 controls. More than 1220 genes analyzed. I'm sharing the data with you not for medical advice, as I know Amatica isn't very popular here, but that's okay. It matches my symptoms very well... The only problem: the blood test was in July, and I was still quite severe then, not as severe as I am now.
I'm sharing my detailed results with @amaticahealth regarding the genes (|Z| ≥ 2).
Is it really MECFS, or a combination of syndromes that, together, are causing this mess, with PEM aggravating the body, the brain, the genes... each time?
In any case, the results perfectly match my physical experience. This is what 4 to 5 years of untreated illness without pacing looks like (I didn't think I had MECFS):
1. Brain / neuronal activity
Abnormal genes:
ENO2

+2.60 → neuronal activation / neuronal stress
DRD2

+2.08 → altered dopamine signaling
SNAP25

+2.06 → increased synaptic activity
PER1

+2.05 → circadian rhythm dysregulation
SEMA3A

+2.04 → neuronal remodeling
suggests increased neuronal activity.

2. Glutamate / neuronal excitation
Abnormal genes:
GRIK4

+5.91 (most abnormal gene in the dataset)
CACNG2

+3.31
GRM6

+2.31
ARHGEF9

+2.04
signature of increased glutamatergic excitation.
3. Hypothalamic stress axis (HPA axis)
Abnormal genes:
AVP

+4.74 (very high)
CRHR2

+2.64
CYP17A1

+2.26
PER1

+2.05
indicates overactivation of the hypothalamic stress axis.
4. Inflammation / immune system
Abnormal genes:
NOS2

+3.53
LRBA

+2.35
SERINC5

+2.12
moderate immune activation.
️ 5. Complement system
Abnormal genes:
C8B

+2.67
C4BPB

+2.32
complement pathway activation.

6. Mast cell / immune signaling
Abnormal gene:
PLCG1

+2.03
immune signaling / mast cell activation.
7. Mitochondria / energy metabolism
Several abnormalities.
Overexpressed genes
TRAP1

+3.39
POLG2

+2.84
ACAD9

+2.64
DELE1

+2.60
SUPV3L1

+2.45
TRMU

+2.42
COQ6

+2.41
PRKN

+2.33
MRRF

+2.32
MTERF3

+2.30
GUF1

+2.29
NFS1

+2.27
ELAC2

+2.17
RARS2

+2.15
COQ9

+2.07
TIMM44

+2.04
GFM1

+2.00
Underexpressed genes
COX5B

−2.20
MPC1

−2.12
TXN2

−2.12
MPC2

−2.05
indicates mitochondrial stress / energy metabolism disruption.
8. Neuromuscular junction / autonomic signaling
Abnormal genes:
CHRNA3

+3.28
COLQ

+2.79
RIC3

+2.41
SNAP25

+2.06
neuromuscular / autonomic dysfunction.
9. Autoimmunity / immune regulation
Abnormal genes:
LRBA

+2.35
TREX1

−2.83
immune regulation abnormalities.
10. NK cells
Abnormal gene:
KLRG1

+2.13
altered NK cell activity.
Most abnormal genes overall
Top genes in your dataset:
GRIK4 +5.91
AVP +4.74
NOS2 +3.53
TRAP1 +3.39
CACNG2 +3.31
CHRNA3 +3.28
Main biological patterns in your RNA profile
The dominant patterns are:

Increased glutamatergic neuronal excitation

Hypothalamic stress activation (AVP)

Mitochondrial stress

Autonomic nervous system dysfunction
These patterns are commonly reported in:
Myalgic Encephalomyelitis / Chronic Fatigue Syndrome
Postural Orthostatic Tachycardia Syndrome