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The Energy Envelope: Pacing for ME/CFS & Long COVID

An informational, pacing-first framework for staying inside your energy envelope and avoiding post-exertional malaise, drawn from Dr. Nancy Klimas's published recommendations, for use alongside specialist ME/CFS or long-COVID care, never as a substitute for it.

BeginnerRecoveryLongevityBrain Fog
Not endorsed · based on the published work of Nancy Klimas
At a glance
Time
Ongoing, daily
Steps
8
Difficulty
Beginner
Post-exertional malaise is a defining, measurable feature of ME/CFS: two-day cardiopulmonary exercise testing shows a reduced anaerobic threshold and an abnormal drop in function the day after exertion.
The protocol
Establish your baseline
Track resting heart rate every morning on waking, lying down, before caffeine, for at least a week Daily, 1 week+

Establishes your individual pattern (Klimas/Sol method).

Solve M.E.
Estimate your threshold
Estimate your anaerobic threshold as a starting point, then refine with a clinician (220 - age) x 0.6 as a rough estimate; x 0.5 if more severely affected

A starting estimate to refine against real crash patterns, not a fixed rule.

Solve M.E.
Stay under your ceiling
Wear a heart-rate monitor with an alarm set at your threshold and rest when it sounds During daily activity

Keeps you below the anaerobic threshold that triggers PEM.

Solve M.E.
In your stack: Heart-rate monitor with alarm
Stop before exhaustion
End activity while you still feel you could do more; keep activity level steady on good and bad days Every day

Overexerting on good days drives the boom-bust crash cycle (Klimas).

Health Rising
Screen for orthostatic intolerance and POTS
Check blood pressure and heart rate lying down, then after 10 minutes standing, for a week; discuss salt, compression, or medication with your physician if you see a drop or spike, or a large heart-rate jump consistent with POTS (postural orthostatic tachycardia syndrome) 1 week

Orthostatic intolerance and POTS are common, treatable comorbidities in ME/CFS and long COVID; informational, not a diagnosis.

Health Rising
Protect sleep quality
Protect sleep regularity (consistent sleep and wake times) and avoid sedating antihistamines, which can deepen next-day fog; treat melatonin as a clinician-guided grade C option only, not a default Nightly

One small double-blind trial of melatonin plus zinc improved perceived fatigue, not sleep architecture, and needs replication; NICE NG206 dropped melatonin from its 2021 'consider' list. Sleep-debt catch-up framing, forced early wake with bright light plus a walk, and graded exercise sold as a sleep fix are all not appropriate for a PEM presentation, avoid them.

NICE NG206; Health Rising
Pace cognitive work
Break up mental tasks before fatigue peaks; recline rather than sit upright for demanding work As needed

Brain oxygen/energy delivery is often impaired.

Health Rising
See a specialist
Use this as a pacing layer only; individualized medical care (antioxidants, low-dose naltrexone, etc.) is prescribed and monitored by a specialist Ongoing

This is self-management support, not a treatment plan.

INIM
⚠ Prescription and off-label. Never self-source or self-dose naltrexone; serious interactions, especially with opioids. Physician-guided titration only.
Measure your baseline

This protocol works from your actual levels. Testing partner coming soon.

  • Heart-rate monitor with alarm

We may earn a referral fee if you book testing through a future partner link; it will never affect which tests are listed here. This is not medical advice or a diagnosis.

The evidence 19

Post-exertional malaise is a defining, measurable feature of ME/CFS: two-day cardiopulmonary exercise testing shows a reduced anaerobic threshold and an abnormal drop in function the day after exertion.

View sources
Finding Treatments for Fibromyalgia and ME/CFS - Hope and Help for Fatigue & Chronic Illness (INIM), with Dr. Klimas Listen open.spotify.com
Using a Heart Rate Monitor to Prevent Post-Exertional Malaise in ME/CFS (Klimas & Sol method) Read solvecfs.org
Dr. Klimas on Sleep, Orthostatic Intolerance, Supplements, Exercise and Cognition in ME/CFS Read healthrising.org
Institute for Neuro-Immune Medicine (Nova Southeastern University) Read nova.edu
NICE NG206: Myalgic encephalomyelitis (or encephalopathy)/chronic fatigue syndrome: diagnosis and management, recommendations Read nice.org.uk
AAPM&R long COVID consensus guidance statements published on diagnosing and treating cognitive symptoms Read AAPM&R
Sleep in ME/CFS: melatonin evidence and NICE NG206 Read NICE / PMC
Polo et al., Low-dose naltrexone in the treatment of myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) Read Fatigue: Biomedicine, Health and Behavior, 2019
Low-dose naltrexone for post-COVID fatigue syndrome: a study protocol for a double-blind, randomised trial in British Columbia Read pmc.ncbi.nlm.nih.gov
Efficacy and safety of low-dose naltrexone for fibromyalgia (FINAL): a randomised, double-blind, placebo-controlled trial (Lancet Rheumatology, 2024) Read Lancet Rheumatol, 2024
Low-dose naltrexone in fibromyalgia: a 12-month randomised, double-blind, placebo-controlled trial (INNOVA, European Journal of Pain, 2026) Read Eur J Pain, 2026
AAPM&R multidisciplinary collaborative consensus guidance statement on the assessment and treatment of fatigue in post-acute sequelae of SARS-CoV-2 infection (PASC) Read PM&R, 2021
AAPM&R multidisciplinary collaborative consensus guidance statement on the assessment and treatment of cardiovascular complications in patients with PASC Read PM&R, 2022
Weinstock et al., Mast cell activation symptoms are prevalent in Long-COVID Read International Journal of Infectious Diseases, 2021
Immunological dysfunction and mast cell activation syndrome in long COVID Read pubmed.ncbi.nlm.nih.gov
Mast cell activation syndrome: importance of consensus criteria and call for research Read Journal of Allergy and Clinical Immunology
Clustering of clinical symptoms using large language models reveals low diagnostic specificity of proposed alternatives to consensus mast cell activation syndrome criteria Read Journal of Allergy and Clinical Immunology, 2024
Diagnosis of mast cell activation syndrome: a global consensus-2 Read pubmed.ncbi.nlm.nih.gov
Long-COVID trajectories in a prospectively followed RECOVER-Adult US cohort Read Nature Communications, 2025

Not medical advice. This page is for education only and is not a substitute for professional medical care. Consult a qualified clinician before changing your health routine.
Independent curation. YourProtocol is an independent platform. This protocol is based on the publicly available work of Nancy Klimas and is not created, reviewed, endorsed by, or affiliated with Nancy Klimas or MD, Director, Institute for Neuro-Immune Medicine · Nova Southeastern University.

Is this for you
  • People diagnosed with ME/CFS or living with long-COVID fatigue who want a structured, physician-informed pacing method
  • Caregivers helping someone manage energy limits
  • Not for people without a diagnosis seeking a general fatigue fix
Cautions
  • Educational only, not medical advice or a treatment/cure. ME/CFS and long COVID require diagnosis and ongoing care from a physician experienced with post-viral illness
  • UK NICE guidance (2021) and this protocol both reject graded exercise therapy (a fixed, scheduled increase in exercise) for ME/CFS because it can cause harm through post-exertional malaise; this is pacing-only and is never license to push activity upward on a schedule
  • If you have chest pain, fainting, severe shortness of breath, or a large unexplained heart-rate or blood-pressure swing, seek urgent care; do not use HR pacing as a substitute for a cardiac or autonomic workup
  • Anaerobic-threshold formulas here are informational estimates, not a diagnostic tool; get an individualized assessment from a specialist if possible
  • Antioxidants, low-dose naltrexone and other clinical interventions are prescribed and monitored by physicians; do not self-start prescription medications or high-dose supplements
Common questions
Should I push through the fatigue and exercise to get my stamina back?
No, not if exertion itself makes your symptoms worse a day or more afterward (post-exertional malaise, PEM). Pushing through and steadily building activity back up is the graded-exercise-therapy approach, and current UK clinical guidance (NICE NG206) says any programme of fixed, incremental activity increases, including graded exercise therapy, should not be offered for ME/CFS. The same PEM mechanism applies whether it shows up under an ME/CFS diagnosis or after long COVID. The safer approach is pacing: staying inside your own energy envelope with limits set by your symptoms, not a fixed schedule of doing more.
How do I pace with a heart rate monitor, what number do I stay under?
Track your resting heart rate for about a week to find your baseline, then use it to estimate a rough personal ceiling, many clinicians start with roughly (220 minus your age) times 0.6, or times 0.5 if you are more severely affected, wear a monitor with an alarm set at that number, and rest when it sounds. This threshold is a starting estimate from clinical practice (the Klimas and Sol method), not a number a clinical trial has proven is correct for you. Some clinicians instead use the Workwell Foundation's own method, resting heart rate plus about 15 beats per minute, which is typically more conservative; ask your clinician which starting point they prefer, then refine it against your own crash pattern. Some patients and clinicians report that watching a heart-rate strap closely can become its own source of anxiety, so treat the number as a guide, not a rule to obsess over.
How long does a PEM crash usually last?
There is no fixed timeline, and that is worth saying plainly rather than guessing at a number. Post-exertional malaise (PEM) is commonly delayed rather than immediate, often starting 24 to 72 hours after the activity that triggered it; the IOM's 2015 clinical report named this delayed pattern as a core diagnostic feature of ME/CFS. How long a crash lasts varies widely: CDC clinical guidance describes PEM lasting anywhere from a day to several weeks, and there is no reliable way to predict your own crash length in advance. If crashes are frequent or severe, that is worth raising with your clinician alongside your pacing plan, never something to push through.
Is LDN worth trying for ME/CFS, and what dose do people start at?
Low-dose naltrexone is a real off-label option some ME/CFS specialists use, and the honest state of the evidence is thin. The largest published ME/CFS dataset is a retrospective look back at the records of 218 Finnish patients treated with LDN, in which about three quarters reported some improvement, most often in alertness and physical or mental performance. That is an open-label chart review with no placebo group, so it cannot separate the drug from normal fluctuation or from expectation. No completed randomised placebo-controlled trial of LDN exists in ME/CFS; one is underway in post-COVID fatigue. Our fibromyalgia page shows what happened when LDN was finally tested properly there: an early small trial looked promising, and every larger randomised trial since has failed to beat placebo. We do not publish a starting dose. Naltrexone is prescription-only, every low dose is compounded, and it blocks opioid painkillers, so the dose belongs to a prescriber who knows your full medication list.
What actually helps long COVID brain fog?
There is no proven treatment for long-COVID brain fog, and anyone selling you one is ahead of the evidence. What specialist consensus guidance actually recommends is unglamorous: find and treat the things that make thinking harder and that can be treated on their own. That means being checked for orthostatic intolerance or POTS, since for many people cognition is measurably worse upright and better lying down; reviewing sleep, mood, medications, iron and thyroid; and pacing mental work the way you pace physical work, because cognitive exertion can trigger post-exertional malaise too. The practical part is accommodation rather than cure: shorter blocks, one task at a time, working reclined, writing things down, reduced hours. Supplements and nootropics marketed for brain fog have no evidence behind them in this population. Cognitive symptoms that are actively getting worse, rather than persisting, are a reason to be seen by a clinician rather than managed at home.
Do I have MCAS on top of long COVID, and what is the overlap?
We cannot tell you whether you have MCAS, and we do not have a mast-cell specialist on our roster, so treat this as an honest map rather than an answer. What is established: symptoms that look like mast cell activation, such as flushing, hives, itching, new food or drug reactions, gut symptoms and sudden heart-rate surges, are reported more often by people with long COVID than by comparison groups. What is contested is whether that pattern is actually mast cell activation syndrome. Two competing sets of diagnostic criteria are in use. The stricter consensus criteria require an objective, event-linked rise in a blood marker (tryptase) rather than symptoms alone, and when people referred for suspected MCAS are assessed against those strict criteria, only a small minority meet them. So a symptom questionnaire is a reason to ask an allergist or immunologist, not a diagnosis. Do not start antihistamines or mast-cell stabilisers as a self-experiment while the question is open.
Can I ever go back to work with ME/CFS?
Some people with ME/CFS work, many work reduced or adjusted hours, and many are not able to work at all. Which of those you end up in is not a measure of how hard you try, and we are not going to promise you an outcome we cannot know. The UK ME/CFS guideline (NICE NG206) treats the impact on employment as substantial and asks employers and clinicians to support people with adjustments rather than expecting a return to previous hours. What tends to matter more than effort: whether the work fits inside your energy envelope, whether it can be done in short blocks, reclined, remotely or at flexible hours, and whether you get recovery time around it. Cognitive work counts as exertion. Testing your capacity by going back full-time to see what happens is the approach most likely to cause a crash. Plan any return with your clinician, ideally with an occupational health assessment, and make every increase reversible.
What actually helps the unrefreshing sleep in ME/CFS?
Sleep hygiene advice alone usually disappoints in ME/CFS because the problem is often abnormal sleep architecture, not a habit to correct. What holds up: protecting sleep regularity and avoiding sedating antihistamines, which can deepen next-day fog (grade B, pacing-adjacent). Melatonin is grade C, one small double-blind trial of melatonin plus zinc improved perceived fatigue, not sleep architecture, and needs replication; NICE guideline NG206 dropped melatonin from its 2021 'consider' list. Skip sleep-debt catch-up framing, forced early wake with bright light plus a walk, and graded exercise sold as a sleep fix, none fit a PEM presentation. Any sleep medication decision, melatonin included, belongs to a clinician familiar with ME/CFS.
Is my long COVID ever going to get better, or is this permanent?
Outcomes vary widely; long COVID is not automatically permanent, but it is not guaranteed to resolve either. In the RECOVER-Adult US prospective cohort (n=3,659, mostly Omicron era), among people who met the Long COVID threshold at 3 months, about 19 percent appeared to have recovered by 15 months, about 35 percent had moderate symptoms, and about 46 percent had persistent Long COVID. Separately, 14 percent of the full cohort who did not meet criteria at 3 months had worsened into Long COVID by 15 months. Grade A for 'outcomes vary widely, and worsening after apparent early improvement is documented.' We host no Long COVID specialist on our roster yet, so treat this as cohort data, not a promise; take your own trajectory to a clinician.
Six months into long COVID, what actually helped people get better?
This is a partial answer, and we would rather say so than guess. We could not verify a credible, quantified answer about recovery from long COVID at six months, so we publish none rather than approximate one. What is supportable, drawn from NICE NG206 and AAPM&R's PASC guidance already cited on this page: there is no single universal fix. Two things hold up: pacing to avoid post-exertional malaise, and treating the specific, treatable drivers a person actually has, orthostatic intolerance or POTS, sleep, and mast-cell-type symptoms. We are withholding a recovery statistic here because we could not verify one, that is the honest position, not an oversight.
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