This section presents both an in-depth individual case review and patterns reported by a broader patient community, followed by early AI-based model testing.
2.1 Case review
The patient is a 51-year-old woman with a 22-year history of chronic, treatment-resistant sleep-onset myoclonic jerking, with significant stabilization after year 16. Symptoms began abruptly in 2002, following a convergence of physiological and environmental stressors. She had recently abruptly discontinued a 1.5-year course of low-dose dexamethasone (0.25 mg), which had been prescribed following a misdiagnosis. In the months that followed, she had contracted the flu, discovered mold exposure and was living directly across the water from lower Manhattan at the time of the World Trade Center collapse. This raised concerns about possible exposure to multiple environmental toxins.
The jerking began suddenly one night while sleeping in a position without adequate neck support, shortly after what appeared to be an adrenal crisis that required intravenous SoluCortef. This convergence of biomechanical strain and acute neurohormonal stress may have acted as the initiating event. What started as brief, localized jolts quickly progressed into nightly, full-body myoclonic events that triggered sympathetic surges and severe sleep disruption. Over time, the symptoms became entrenched and debilitating, with standard sleep studies, EEGs and EMGs all failing to identify abnormalities. No adjustments to EEG or EMG sensitivity thresholds were made during clinical testing in this case, which may have contributed to the absence of observable abnormalities.
Despite consulting with hundreds of physicians across multiple specialties, no definitive diagnosis or mechanistic explanation emerged. To manage the assaults of sleep-onset jerking, many providers offered nightly benzodiazepine prescriptions—as a default intervention, without investigation into underlying causes. While these medications occasionally enabled sleep, they appeared to worsen excitatory instability over time. As tolerance developed, the patient was forced to rotate among different agents to sustain any therapeutic effect. This trajectory underscored the need for mechanism-driven treatment strategies rather than symptomatic suppression.
Repeated attempts at evaluation led to inconsistent explanations, despite a reproducible pattern and growing physiologic evidence. Findings included autonomic instability, reactions to agents that rapidly alter vascular tone, intolerance to anticholinergic substances, nocturnal blood pressure and heart rate surges, intermittent nocturnal polyuria, and genetic and laboratory evidence of RAAS underactivity.
Objective monitoring—both at home and during clinical visits—captured episodic blood pressure and heart rate elevations upon transitioning from lying to sitting, with systolic increases > 20 mmHg, diastolic increases over 15 mmHg, and heart rate surges exceeding 25 bpm. These exaggerated responses suggest intermittent baroreflex impairment and heightened sympathetic activation, particularly during sleep-wake or positional transitions. However, such changes were not consistently reproducible across all settings or times of day, and the pattern does not meet diagnostic criteria for Postural Orthostatic Tachycardia Syndrome (POTS)—there was no sustained tachycardia or upright intolerance. Rather, the findings reflect a state-dependent autonomic vulnerability, supporting the broader hypothesis of episodic tone dysregulation during sleep transitions.
In addition, the patient experienced episodes of throat closure when lying face-down (e.g., on a massage table) near the sleep-wake threshold. These episodes were positional and consistently reproducible, suggesting possible airway vulnerability or autonomic reflex involvement during prone, near-sleep states.
In the two years preceding hypnic jerking onset, the patient experienced several episodic illnesses characterized by acute dehydration, weakness, and gastrointestinal loss—often in the setting of viral infection, medication exposure, or physiologic stress. These episodes were notable for their abrupt onset and reproducible resolution following low-dose hydrocortisone, despite normal aldosterone levels, suggesting functional RAAS underactivity. Urinary testing was obtained during one of the episodes, yielding a chloride level of 178 mmol/L, consistent with renal salt-wasting physiology. The jerking onset occurred in the aftermath of this suspected adrenal crisis and SoluCortef administration, likely compounded by biomechanical strain during sleep. The patient later experienced symptom flares triggered by medications affecting vascular tone or central excitability (e.g., duloxetine, chelation therapy), with chronic symptoms ultimately emerging in the context of persistent immune activation. While these episodic crises diminished after 2005—likely due to increased physiologic awareness, trigger avoidance, and strategic use of low-dose hydrocortisone—the nighttime myoclonic jerking perhaps persisted as a chronic, patterned manifestation of underlying neurovascular instability.
Further autonomic testing revealed a moderate Phase II Valsalva decline with partial recovery and a small Phase IV overshoot—indicating impaired sympathetic vasoconstriction despite normal parasympathetic tone and tilt-table findings. This was further supported by abnormal fractional exhaled nitric oxide (FeNO) testing, conducted in a pulmonology setting using the NIOX system. The test initially failed due to poor exhalation force but normalized after a single puff of albuterol. This response suggests functional sympathetic underactivation affecting airway tone.
In 2006, additional infectious workup revealed elevated Lyme disease titers— likely reflecting a chronic, previously undiagnosed case, as well as positive Bartonella titers. These findings further highlight a complex immune landscape and may have contributed to neurovascular instability. Evidence suggests that Lyme disease and Bartonella can impact the nervous system and potentially contribute to neurophysiological instability. Glial sensitization, where glial cells like astrocytes and microglia become more reactive and contribute to neuroinflammation, may play a role, as research on the neuro-glial-vascular unit shows the importance of glial-vascular interactions in maintaining brain homeostasis [12]. Furthermore, Bartonella species are known to infect endothelial cells, potentially causing endothelial stress and contributing to vascular dysfunction. While more speculative, these infections could also indirectly influence systems like the Renin-Angiotensin-Aldosterone System (RAAS) which is crucial for cardiovascular regulation, potentially contributing to neurovascular instability [13]. Collectively, these infections may exacerbate neurophysiological instability through various mechanisms, including glial sensitization, endothelial stress, and potential indirect effects on systems like the RAAS. These case findings point to three interwoven contributors: structural, immune, and autonomic instability. These are summarized in the following subsections.
2.1.1 Case-specific structural stress indicators
- Cerebrospinal Fluid (CSF) flow MRI showed reduced flow anterior to the cervical cord and posterior to the mid/lower cervical cord, with significant improvement after atlas adjustment
- MR Venography (MRV) demonstrated moderate right-side transverse sinus stenosis
- MRI of the Brain revealed an empty sella suggestive of chronic CSF pooling
- Ophthalmologic exam indicated chronic dry eye with abnormal tear film metrics and reduced tear break-up time (TBUT)
- Cervical instability was documented, with improvement following Atlas Orthogonal care and styloidectomy
2.1.2 Case-specific immune markers and glial sensitization
- C4a persistently elevated across 2 decades, with a peak >23,000 ng/mL
- C4 was elevated up to 64 mg/dL
- High-sensitivity C-reactive protein (hs-CRP) remained chronically elevated (e.g., 16.74 mg/L) over the 22-year span
- ANA was positive beginning year 18 (2+; homogeneous/fine speckled) without specific autoantibodies (e.g., dsDNA, SSA, SSB), suggestive of non-specific immune activation rather than classic autoimmunity
2.1.3 Case-specific autonomic and vascular findings
- Autonomic testing showed a Phase II decline on Valsalva (impaired sympathetic activation) and a small Phase IV overshoot (incomplete baroreflex compensation)
- Pulmonary function testing (FeNO via NIOX device) was initially incomplete due to impaired exhalation and normalized following albuterol administration, suggesting airway tone dysregulation and possible sympathetic underactivation.
- RAAS underactivity was supported by below-range angiotensin II, low-normal angiotensin I, a historical low ACE level (later normalized), delayed ADH recovery, and persistently undetectable serum ADH despite low-normal osmolality
- Small fiber neuropathy was supported by positive skin biopsies in 2006 and 2018, though a three-site biopsy was negative in 2025 after perineural therapy
- Genetic findings included variants in AGT, ACE (angiotensin/bradykinin regulation), EPAS1 (oxygen-sensitive vascular tone), CACNA1H, KCNAB2, SCN1A (ion channels), RELN (synaptic signaling), and F2 (prothrombotic risk)
Together, these findings suggest broader upstream neurohormonal underactivation involving both the renin-angiotensin and ADH axes. Clinically low angiotensin II levels with angiotensin I in the low-normal range—coupled with delayed vasopressin recovery, support the hypothesis of impaired vascular tone regulation during sleep transitions.
These findings converge on a multifactorial explanation for the patient’s condition. The following framework synthesizes the observed physiologic, structural, and genetic contributors into a unified model of disease pathogenesis.
2.1.4 Case-specific pathophysiologic framework
The patient’s symptom profile is consistent with a multifactorial neurovascular disorder characterized by impaired vascular tone regulation, disrupted fluid balance, and excitatory instability during sleep onset. Table 1 summarizes the key diagnostic domains identified in this case review, offering a foundation for structured investigation in other individuals presenting with chronic sleep-onset jerking.
[insert Table 1 here]
Key contributing mechanisms include:
- Neurovascular instability during sleep initiation may be driven by impaired vasomotor tone regulation and parasympathetic overactivity at the sleep–wake transition. This is supported both by peripheral findings linking distal vasodilation to sleep-onset latency [14] and by central models implicating brainstem and diencephalic structures in the initiation of sleep and vascular tone modulation [15].
- Delayed baroreflex adaptation and blunted RAAS-sympathetic activation, supported by low angiotensin II levels and poor vasopressin recovery, potentially contributing to abrupt BP and HR surges during sleep transitions. RAAS plays a key role in blood pressure regulation, and its interaction with the baroreflex is important for maintaining cardiovascular homeostasis [16]. During sleep transitions, disruptions in these mechanisms may lead to periods of instability.
- Suspected bradykinin accumulation, potentially amplifying excitatory and inflammatory cascades due to impaired degradation and RAAS underactivity, may contribute to heightened sensitivity during sleep transitions. ACE (angiotensin-converting enzyme), which is part of the RAAS (renin-angiotensin-aldosterone system), plays a key role in bradykinin degradation. ACE inhibitors, used to manage hypertension, can increase bradykinin levels by inhibiting this degradation. Impaired bradykinin degradation can lead to amplified inflammation. Disruptions in the kinin-kallikrein system, which generates bradykinin, may be involved in regulating sleep and stress responses, though the exact link to sleep transitions and heightened sensitivity requires further research. Further supporting the role of bradykinin receptors in neurovascular processes, studies using a bradykinin B2 receptor agonist have demonstrated a transient disruption of the blood-brain barrier [17].
- Confirmed genetic variants across RAAS, ion channel, coagulation, and neurodevelopmental pathways include mutations in SCN1A [18], CACNA1H [19], KCNAB2 [10], RELN [20], ACE [21,22], AGT [21,23], EPAS1 (via hypoxia-induced response) [24], and F2 [25]—collectively contributing to vulnerability in neural excitability, perfusion instability, fluid imbalance, and tone dysregulation during sleep transitions.
- Functional HPA axis sluggishness, evidenced by the reliable resolution of episodic flares with low-dose hydrocortisone (5 mg), suggestive of impaired stress-response capacity [26].
- Chronic autonomic features, including childhood oliguria (resolved with dexamethasone), lifelong hypohidrosis, and persistently dry skin
These interwoven mechanisms are visually represented in Figure 1. Impaired conversion of angiotensin I to angiotensin II—evidenced by clinically low angiotensin II levels and low-normal angiotensin I—may result from genetic factors (e.g., homozygous ACE deletion), chronic infection (e.g., Actinomyces), or autoimmune influence (e.g., Parvovirus B19 exposure). This disruption leads to reduced vasoconstrictive signaling and accumulation of bradykinin, an inflammatory peptide that increases vascular permeability and dilation. When bradykinin is not adequately degraded, it may enhance neural excitability, promote neuroinflammation, and contribute to osmotic instability. Evidence suggests that sleep disturbance itself can induce neuroinflammation [27]. Furthermore, water homeostasis in the brain is critical, and osmotic instability, potentially leading to intracellular swelling, can destabilize brain regions, including those critical for sleep initiation [28]. These effects, particularly under conditions of plasma dilution or impaired chloride handling, can lead to intracellular swelling and destabilization of brain regions critical for sleep initiation.
[insert Figure 1 here]
Building on this mechanistic framework, the patient’s confirmed genetic findings (Table 2) converge across three major physiologic domains: RAAS-driven vascular tone regulation, neuronal ion channel excitability, and neurovascular coupling integrity. A homozygous ACE deletion and heterozygous AGT variant suggest a compromised renin-angiotensin axis, reducing angiotensin II bioavailability while elevating bradykinin, thereby impairing vascular responsiveness and chloride transport. Concomitant variants in SCN1A, CACNA1H, and KCNAB2 may further lower neuronal firing thresholds and disrupt ionic homeostasis. These excitability shifts are particularly destabilizing at sleep onset—a neurophysiological state requiring finely tuned vascular and synaptic transitions, including thalamocortical oscillatory synchronization and autonomic downshifting.
[insert Table 2 here]
The genetic constellation shown in Table 2 helps explain this threshold-based fragility. The system’s tendency to relapse in response to minor or even imperceptible shifts—such as changes in posture, inflammation, hydration, or electrolyte balance—suggests a fragile, threshold-based physiology. This is characteristic of ion channelopathies, where small deviations in membrane potential can trigger disproportionate neuronal firing. In such cases, symptom recurrence may reflect electrical hypersensitivity rather than functional reactivity, helping explain why patients often struggle to identify consistent triggers, and why symptom patterns may appear erratic despite a biologic basis. Collectively, these findings converge on a novel, multifactorial framework of sleep-onset vasomotor myoclonus (SOVM), in which dysregulated neurogenic and vascular systems fail to synchronize appropriately during the critical transition from wakefulness to sleep.
2.1.5 Case-specific fluid flow and drainage dysfunction
Repeated MRIs of the brain demonstrate an empty sella, consistent with chronic CSF pooling and pituitary flattening. During nighttime symptom flares, the patient has experienced a sensation of fluid “draining” from her head upon sitting upright. This pattern also emerged after chiropractic neck adjustments and Atlas Orthogonal care, echoing a childhood episode in which severe chronic allergies abruptly resolved following cervical manipulation, accompanied by the same sense of drainage.
Enlarged cervical lymph nodes, removed intraoperatively during styloidectomy, further support the presence of regional immune or lymphatic congestion. Patient’s tear film has replenished with external facial pressure, suggesting mechanical or autonomic obstruction of lacrimal gland function. The patient also experienced a several year phase of severe, sudden-onset oral parching, exclusively at sleep onset. This symptom was markedly improved after a brief protocol of early morning high-salt water intake, suggesting a reversible shift in fluid distribution or RAAS-related tone underactivity.
These structural and dynamic patterns, taken together, reinforce the hypothesis that SOVM may involve systemic tone instability and impaired fluid clearance, manifesting across cranial, lymphatic, and exocrine pathways. This closely parallels the neurovascular and fluid-regulatory dysregulation described earlier.
2.1.6 Case-specific treatment responses
- Significant improvement following chiropractic neck adjustment, atlas orthogonal care, styloidectomy, and low-dose acetazolamide
- Interventions helpful during flares: 5% topical liposomal lidocaine cream, charcoal, cholestyramine, hydrocortisone (5 mg), head/leg elevation, alkalinizing agents
- Jerking exacerbations were noted following intake of substances known to disrupt vascular tone, including anticholinergic agents (e.g., Benadryl), vasoactive peptides (e.g., VIP), GABAergic compounds (e.g., Xyrem), and certain nutrients (e.g., vitamin B6, magnesium).
2.1.7 Case-specific outcome and current status
Symptom stabilization emerged gradually through a multi-pronged management approach introduced around the 16-year mark, with key improvements observed following incidental interventions. Notably, on two separate occasions, the removal of occult dental infections accompanied by sinus inflammation—identified via CT imaging—was associated with improved sleep, suggesting a role for inflammatory resolution or sinus drainage. These findings support the possibility that subclinical craniofacial inflammation, or impaired sinus outflow may contribute to sleep-state instability in SOVM, particularly when adjacent to vascular or lymphatic pathways involved in cranial fluid clearance. Core management strategies—including low-dose acetazolamide and cervical alignment intervention—led to more sustained improvement. While mild jerking can occasionally recur in the setting of systemic inflammation, injury, or excessive salt intake, baseline sleep has improved.
Supplementation with allithiamine, a fat-soluble thiamine derivative known to support neurovascular metabolism, appeared to contribute to symptom stabilization in this case. Additionally, improving ferritin levels through heme iron supplementation appeared to further reduce hypnic jerking. While no formal studies have examined this relationship, parallels may be drawn from established links between iron deficiency and movement-related sleep disorders such as restless legs syndrome and periodic limb movements.
Additionally, at times the patient observed improved sleep quality and reduced hypnic jerking when sleep onset occurred earlier in the night—typically before 10:30pm, with the most notable improvements closer to 9:30pm. On those nights, sleep scores recorded by the Oura Ring (a sleep wearable) were often improved across multiple domains, including readiness, nighttime arousals, and overall score. This leads us to wonder whether aligning sleep with circadian melatonin and thermoregulatory cycles may help stabilize neurovascular transitions and mitigate symptom severity. This observation differs from conventional Cognitive Behavioral Therapy for Insomnia (CBT-I), which often encourages delaying bedtime to consolidate sleep. In this case, earlier sleep timing may play a role in stabilizing neurovascular transitions and reducing arousals, pointing to a potentially distinct, timing-sensitive mechanism in SOVM.
The outcomes above suggest that, in select cases, targeting neurovascular tone, fluid balance, and inflammatory load may help reduce symptom burden—even in long-standing presentations—though further study is needed to assess broader applicability. Patterns seen in this case are echoed across a broader patient community, pointing to a potentially shared mechanism.
2.2 Community review
2.2.1 Community-based patterns
The hypnic jerking support group, co-founded and moderated by the author, has been active for eight years. This continuity has enabled long-term observation of symptom progression, treatment responses, and demographic shifts. Since early 2020, membership has grown rapidly—and now averages about 50 new members worldwide, per month. While multiple factors may contribute to this trend, the increase aligns with rising reports of post-viral autonomic and neurovascular symptoms, suggesting a growing clinical relevance for the SOVM framework.
Group members consistently report similar symptom patterns, triggers, and physiologic responses—observations also reflected in registry data from the Sanford Institute, raising the possibility of shared underlying mechanisms. Commonly reported features include intolerance to anticholinergic agents, responsiveness to 5% topical liposomal lidocaine cream, vivid dreaming, and intermittent nocturnal polyuria. A frequently cited trigger is major hormonal change—including pregnancy, postpartum, menopause, adjustments to hormone therapy, and states of hormone deficiency (e.g., low estrogen, progesterone, or testosterone). These shifts are known to affect vascular tone, fluid balance, and neural excitability—all key elements in the SOVM framework—and appear relevant across individuals with diverse hormone profiles. Evening exercise is another common trigger, often followed by symptom flares that same night. While not formally studied, one possible explanation involves impaired sympathetic recovery following exercise-induced vasodilation, which may increase physiologic vulnerability during sleep transitions. Many members also describe symptomatic relief with levetiracetam (Keppra) and brivaracetam (Briviact)—antiepileptic medications that reduce synaptic excitability—supporting a role for ion channel instability and central excitatory dysregulation in SOVM.
While often labeled a psychological confounder, anxiety may itself act as a physiologic amplifier in patients with SOVM. Emotional stress has been shown to elevate sympathetic tone and delay baroreflex adaptation [29]. Research also suggests that anxiety-induced changes in respiration can influence cerebral blood flow [30]. Stress-induced breathing changes and CO₂ fluctuations may also transiently shift intracranial pressure and CSF dynamics, further destabilizing neurovascular tone during the transition to sleep.
This reframes anxiety not as a root cause, but as a relevant contributing factor in those with underlying vascular or autonomic vulnerability. Additionally, hormonal fluctuations—frequently reported as SOVM triggers—can both disrupt vascular-autonomic stability and amplify anxiety symptoms through shared neurophysiologic pathways, further compounding sleep transition vulnerability across individuals with diverse hormonal profiles.
Building on this theme of sympathetic vulnerability, one proposed explanation for patients’ intermittent nocturnal polyuria involves fluid loss during early sleep transitions—consistent with patterns of nocturnal polyuria and natriuresis described in prior research [31]. Nocturnal polyuria is defined as nighttime urine production exceeding a certain percentage of the total daily volume, often 20% in younger individuals or 33% in the elderly [32]. While the exact mechanisms underlying this fluid shift are complex and may involve impaired sympathetic tone and delayed vasoconstriction leading to venous pooling, atrial stretch, and compensatory ANP release, further research is needed to fully clarify these processes. This systemic fluid shift during vulnerable sleep phases may further compromise cerebral perfusion, particularly in a setting of already blunted RAAS compensation and vascular tone instability.
In addition to the autonomic irregularities described above, several other symptoms are occasionally reported by members of the hypnic jerking support group—likely reflecting downstream effects of chronic sleep disruption rather than primary features of the condition. These include hypnagogic and hypnopompic hallucinations, often auditory, which are traditionally associated with severe sleep deprivation. While less common, they have been described by group members and also appear in registry data from the Sanford Institute. This overlap raises the possibility that such episodes may reflect transient cortical dysregulation or cerebral perfusion instability during sleep–wake transitions, particularly in individuals with prolonged or severe sleep disturbance. Exaggerated startle responses have similarly been noted, typically emerging during periods of heightened symptom flare or cumulative sleep loss.
In a similar vein, patients often describe hypersensitivity to sound, touch, or movement, sometimes reacting with full-body jolts to minor stimuli. This may reflect a primed sympathetic system, lowered sensory thresholds, or brainstem hyperexcitability. In addition to peripheral autonomic effects, the amygdala—central to processing fear and threat—may play a role in amplifying sympathetic tone during sleep transitions. Heightened amygdalar activity has been linked to poor sleep continuity and exaggerated cardiovascular reactivity, particularly in individuals with underlying autonomic vulnerability [33,34].
Though these symptoms often emerge later in the course of illness, they are frequently dismissed as secondary or psychological. However, they may offer important clinical clues—pointing to dysregulation across central vascular, sensory, and sleep-state regulatory systems. Recognizing this broader constellation of features may aid in identifying cases of SOVM and distinguishing them from more benign or transient forms of sleep myoclonus.
2.2.2 Community-based hypothesis testing
In addition to retrospective group analysis, early beta testing of the SOVM manuscript was conducted exclusively using ChatGPT, selected for its ability to retain context over time and to apply clinical reasoning across multisystem inputs. Twenty individuals uploaded and contextualized the full SOVM manuscript within their ChatGPT sessions, alongside whatever personal health data they had available—such as genetic variants, laboratory results, imaging reports, symptom patterns, medication and supplement responses, sleep positioning details, or outcomes from mechanical interventions. While the scope and completeness of data varied across participants, each was encouraged to include as much relevant context as possible for their individual case.
Participants then asked ChatGPT a structured set of questions:
1. Is there crossover between this SOVM theory and my hypnic jerking condition?
2. What would my next steps be based on this new framework?
3. How might this specifically inform my use of supplements and medications?
4. What evaluations would you recommended in light of this proposed framework?
5. Which types of doctors or specialists should I consult based on these insights?
The individualized responses shared with the author revealed a notable degree of alignment between the SOVM framework and the users’ clinical histories. In particular, participants’ genetic variants, neuroimaging findings, symptom trajectories, and medication/supplement responses frequently mapped onto key elements of the SOVM framework. Users expressed appreciation for the utility of the exercise, reporting that the framework provided not only conceptual clarity but also a practical lens through which to interpret their complex, multisystem symptoms. Additionally, users reported having next steps for follow-up. This emergent pattern suggests that the framework is both internally coherent and adaptable across a variety of individualized presentations.
While not a formal clinical trial, this ChatGPT-based engagement represents a novel mode of real-time, patient-led hypothesis testing. It offers an early glimpse of the framework’s generalizability and translational potential. As an informal form of AI-assisted beta testing, it highlights the evolving role of participatory medicine and feedback loops in accelerating rare disease theorization and refinement. Future directions may include structured clinical validation of the SOVM framework, alongside ongoing community-based evolution using AI platforms as adaptive testing tools. This hybrid approach would allow the framework to evolve responsively while assessing its predictive utility across diverse, real-world patient cohorts.