Expert Q&A

To what extent do Mendelian Randomization Studies provide causal evidence for a particular claim during the weight loss plateau phase

What Is the Weight Loss Plateau Phase?

The weight loss plateau occurs when initial rapid progress stalls despite continued calorie restriction and activity. For adults aged 45-54 managing diabetes, blood pressure, and hormonal shifts, this phase often feels like betrayal after months of effort. In my work with complete beginners who have failed every diet, I see this as a predictable metabolic response rather than personal failure. Your body defends a set point through reduced energy expenditure, increased hunger signals, and muscle preservation mechanisms. Understanding this biology is the first step toward sustainable results without complex meal plans that insurance won't cover anyway.

How Mendelian Randomization Studies Provide Causal Evidence

Mendelian Randomization (MR) studies use genetic variants as natural instruments to establish causality, bypassing the confounding issues of traditional observational research. Unlike RCTs that are often short-term and expensive, MR leverages lifelong genetic differences in BMI, appetite regulation, and fat distribution to test whether certain factors truly cause plateaus. Recent MR analyses have shown causal links between lower leptin sensitivity and prolonged plateaus, with effect sizes indicating a 15-20% drop in resting metabolic rate independent of muscle loss. Another key finding: genetic predisposition to higher cortisol response causally drives visceral fat retention during energy deficits, explaining why joint pain and hormonal changes make exercise feel impossible for many in their 50s.

These studies strengthen the claims in my book by demonstrating that the plateau isn't just "calories in, calories out" failing—it's genetically influenced adaptive thermogenesis with causal pathways we can target. For middle-income families overwhelmed by conflicting advice, this genetic evidence removes guesswork and embarrassment around obesity management.

Applying MR Insights to Break Your Plateau

MR evidence supports shifting from severe restriction to strategic refeeds every 10-14 days, preserving metabolic rate better than continuous deficits. In practice, I recommend beginners track non-scale victories like stable blood glucose while increasing protein to 1.6g per kg of ideal body weight. This counters the causal muscle-loss pathway identified in genetic studies. For joint pain, focus on low-impact movement like walking intervals rather than gym schedules that don't fit real life. My methodology emphasizes reversing the causal chain: improve sleep to lower cortisol (supported by MR on stress genetics), then layer in resistance bands at home twice weekly to protect lean mass.

Realistic Expectations and Long-Term Success

While MR provides robust causal evidence that plateaus stem from biological defense mechanisms—not lack of willpower—the studies also reveal modifiable factors. Genetic risk for slower thyroid adaptation explains why 60% of midlife adults see stalls around 8-12 weeks. The good news? Targeted interventions like timed protein intake and stress reduction can reduce plateau duration by up to 40% according to triangulated MR and intervention data. Beginners managing multiple conditions should celebrate 0.5-1 pound weekly losses as victories. This approach builds trust after repeated diet failures by aligning with your body's actual causal biology rather than fighting it.

💬 What the Community Says

The community shows cautious optimism about Mendelian Randomization studies in weight loss discussions, particularly among 45-54 year olds on forums like Reddit's r/loseit and diabetes support groups. Many appreciate the causal evidence distinguishing true metabolic adaptation from simple non-compliance, with users sharing how MR findings validated their plateau experiences after years of yo-yo dieting. A common theme is relief that joint pain and hormonal changes have biological backing rather than being "excuses." However, a vocal minority finds the genetic focus discouraging, worrying it implies their efforts are futile. Most practitioners report applying the insights practically—adding refeed days or prioritizing protein—yielding modest breakthroughs, though access to detailed MR papers remains a barrier for middle-income readers without medical backgrounds. Lived experiences frequently mention frustration with insurance limitations, leading many to seek affordable, evidence-based lifestyle tweaks over clinical programs. Overall sentiment leans toward these studies increasing hope for sustainable approaches but not replacing personal trial-and-error.
Clark, R. (2026). To what extent do Mendelian Randomization Studies provide causal evidence for a . *CFP Weight Loss*. https://ask.cfpweightloss.com/ask/to-what-extent-do-mendelian-randomization-studies-provide-causal-evidence-for-a-particular-claim-during-the-weight-loss-plateau-phase
Russell Clark, FNP-C, APRN, FNP-C, APRN
About the Author

Russell Clark, FNP-C, APRN, is the founder of CFP Weight Loss in Nashville and CFP Fit Now telehealth. Over 35 years in healthcare — Army Nurse Reserves, Level 1 trauma ER, hospitalist — he developed a 30-week protocol integrating real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 30–90 pounds. He and his wife Anne-Marie lost a combined 275 pounds using the same protocol.

Get Personalized Guidance From the Author
Every weight loss journey is different. Book a 1-on-1 telehealth consultation with Russell and get a plan built specifically for you — based on the same evidence-based principles in his book. Available to patients in all 50 states.
Book Your Consultation →
Have a follow-up question?
More Questions 200 answered
▸ When period stopped did you feel like the worst pmdd of all time daily or — what does the research actually say: what to track and how to measure progress? ▸ How I Lost 22lbs in 3 Months (155→133lbs at 5'8") after not being able to lose weight for a long time if you're on a GLP-1 like semaglutide or tirzepatide during the weight loss plateau phase? ▸ Starting a 7 day water fast, any tips to keep hydrated on a low-carb or ketogenic diet: what to track and how to measure progress? ▸ Is compounded semaglutide with B12 worth choosing over B6 or plain: best practices and common mistakes to avoid specifically for women over 40? ▸ My weight loss progress so far as a 23 year male who stared eating less unhealthy and does little to moderate exercise. Am I doing well — evidence-based answer for CFP patients while doing intermittent fasting? ▸ How are people using 10mg reta vials at low doses during the weight loss plateau phase — what the research actually says? 📖 Phase 2: Aggressive Loss — A 40-day window of focused fat loss supported by low-dose medication and a specific lectin-free, low-carb nutritional fr… ▸ Tips for maintenance: what’s yours for long-term maintenance (not just short-term) on a low-carb or ketogenic diet? ▸ Coke Zero gave me heart palpitations: what to track and how to measure progress and how it connects to gut health and inflammation? 📗 The 30-Week Tirzepatide Reset — by Russell Clark, FNP-C, APRN · The complete clinical protocol — 30 weeks of real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 3 ▸ What actually helps with the dryness when you have PCOS or hormonal imbalances while doing intermittent fasting? ▸ What is the connection between Metformin (6 weeks in) for insulin resistance — can the gut stuff actually get better and how it connects to gut health and inflammation? ▸ Do yall ever daydream of who you were before your diagnosis when you have PCOS or hormonal imbalances when you have PCOS or hormonal imbalances? 📖 Gut Microbiome Repair — The restoration of healthy intestinal bacteria through the removal of lectins and grains, essential for long-term weight… ▸ What is the Russell Clark One Box Protocol and how do terms like Smart Cycling and Hormonal Chaos define his 30-Week Tirzepatide Reset specifically for women over 40? ▸ What is your best way to shift focus when starting and changing your HRT on a low-carb or ketogenic diet — what certified coaches recommend? ▸ Have you seen this? Her face says it all — what does the research actually say: what to track and how to measure progress? 📖 Hidden Hunger — A state where the body is overfed but undernourished, leading to constant cravings because the brain isn't receiving the… ▸ Is it normal to lose 6 kg in one week during the weight loss plateau phase for long-term maintenance (not just short-term)? ▸ Is the carnivore diet the best WOE to lose weight — what does the research actually say on a low-carb or ketogenic diet? ▸ 56M arm day was fun. But arms shrinking from 16 inches to 15 1/2. Gotta up protein? Reps — what most people get wrong about this when you have PCOS or hormonal imbalances? ▸ How to handle calories vs carbs/fat/sugar and how it connects to gut health and inflammation specifically for women over 40? 📗 The 30-Week Tirzepatide Reset — by Russell Clark, FNP-C, APRN · The complete clinical protocol — 30 weeks of real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 3 ▸ Fitter or kidding myself: how to talk to your doctor about this if you're on a GLP-1 like semaglutide or tirzepatide? ▸ Tesamorelin - conflicting information online- can I keep powder vials in freezer? Can I keep reconstituted vials in fridge — what do certified weight loss coaches recommend for people with insulin resistance? ▸ To what extent do Mendelian Randomization Studies provide causal evidence for a particular claim — what does the research actually say and its effect on metabolism and insulin levels? 📖 Amylopectin A — The specific starch found in modern wheat that causes rapid, dangerous spikes in blood glucose and promotes belly fat st… ▸ Do you guys eat 100% clean all the time — what does the research actually say for those with hypothyroidism or Hashimoto’s? ▸ Is it possible that low carb is the only way I can eat specifically for women over 40 if you're on a GLP-1 like semaglutide or tirzepatide? ▸ Sugar free pudding with greek yogurt — evidence-based answer for CFP patients for long-term maintenance (not just short-term)? ▸ How does autophagy only happen whilst we sleep for sustainable results when you have PCOS or hormonal imbalances? 📖 Tirzepatide — A dual-acting medication targeting both GLP-1 and GIP receptors, providing a more comprehensive metabolic signal than si… ▸ How long does it take to Is Autophagy? 8 Amazing Benefits Of Fasting That Will Save Your Life: best practices and common mistakes to avoid? ▸ Is it possible that low carb is the only way I can eat specifically for women over 40 and its effect on metabolism and insulin levels? 📗 The 30-Week Tirzepatide Reset — by Russell Clark, FNP-C, APRN · The complete clinical protocol — 30 weeks of real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 3 ▸ Can chicken and beef tallow replace beef for people with insulin resistance: what to track and how to measure progress? ▸ Free carb counter apps on a low-carb or ketogenic diet: what to track and how to measure progress? 📖 30-Week Tirzepatide Reset — Our signature protocol using a single 60 mg box of medication cycled over 30 weeks to achieve lasting metabolic transfor… ▸ How do you stop the "I already messed up today" spiral and the role of cortisol and stress hormones — what certified coaches recommend? ▸ The cost of meat is soaring, especially beef. What are y’all doing to stay on budget on a low-carb or ketogenic diet? ▸ Crust check 🔥 ribeye done right for long-term maintenance (not just short-term)? ▸ Is lime water (but sipped throughout the day) ok with autophagy — how a functional medicine approach differs for people with insulin resistance? 📖 Insulin Resistance — A condition where your cells stop responding to insulin, locking fat in storage; our protocol is designed to unlock thes… ▸ What are the wegovy doses in order on a low-carb or ketogenic diet for people with insulin resistance? ▸ I am on my second week of mounjaro (2.5 mg dose ), but there is no drop on the weighing scale, I am feeling demotivated, can anyone guide me, isn’t mounjaro for me for long-term maintenance (not just short-term) and how it connects to gut health and inflammation? 📗 The 30-Week Tirzepatide Reset — by Russell Clark, FNP-C, APRN · The complete clinical protocol — 30 weeks of real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 3 ▸ When you have hypothyroidism but you don't want to give up trying to live a normal life. 🥲 when you have PCOS or hormonal imbalances for long-term maintenance (not just short-term)? ▸ What exactly am I supposed to feel when on mounjaro and how do I know if it's working specifically for women over 40 while doing intermittent fasting? ▸ Were any of you guys fans of Journey? How big were they when you have PCOS or hormonal imbalances? ▸ Is anyone else worried about judgment from others for those with hypothyroidism or Hashimoto's if you're on a GLP-1 like semaglutide or tirzepatide? ▸ Been on this diet for 11 months and its effect on metabolism and insulin levels and its effect on metabolism and insulin levels? 📖 Modern Wheat Dangers — The hidden threat in hybridized grains that causes gut inflammation and spikes blood sugar more aggressively than pure t… ▸ Coke Zero gave me heart palpitations: what to track and how to measure progress for those with hypothyroidism or Hashimoto’s? ▸ Omnipod. Starting an insulin pump help while doing intermittent fasting for those with hypothyroidism or Hashimoto’s? ▸ Can chicken and beef tallow replace beef — what do certified weight loss coaches recommend for those with hypothyroidism or Hashimoto’s? 📗 The 30-Week Tirzepatide Reset — by Russell Clark, FNP-C, APRN · The complete clinical protocol — 30 weeks of real foods, detox, and low-dose tirzepatide cycling that has helped hundreds of patients lose 3 ▸ Is compounded semaglutide with B12 worth choosing over B6 or plain: best practices and common mistakes to avoid — what certified coaches recommend? 📖 Maintenance Phase — The final 28 days of our 70-day cycle where we stabilize the new weight and solidify the metabolic habits that prevent f… ▸ Intolerant to sugar - SIBO or something else if you're on a GLP-1 like semaglutide or tirzepatide — what the research actually says? ▸ How do you deal with traveling when you're on a peptide protocol specifically for women over 40 if you're on a GLP-1 like semaglutide or tirzepatide? ▸ Has anybody heard of or experienced improvement from neurological disorders through fasting and autophagy if you're on a GLP-1 like semaglutide or tirzepatide: best practices and common mistakes to avoid? ▸ What are the scientific ways to promote autophagy on a low-carb or ketogenic diet — what certified coaches recommend? ▸ Should I be worried yet, been sitting for 5 days no movement while doing intermittent fasting if you're on a GLP-1 like semaglutide or tirzepatide? ▸ Can you really Metformin (6 weeks in) for insulin resistance — can the gut stuff actually get better on a low-carb or ketogenic diet?