Elite Health Optimization is your core TwinMe program. Weight Management, Healthspan / Longevity, and Apex Sport Performance are distinct programs you can choose on the same virtual twin.
Elite Health Optimization
Because feeling good does not tell the whole story.
A complete health and wellbeing optimization program for people who want to measure more, understand more, and improve with precision.
Six connected pillars reveal what influences you and where to act first.
The six pillars
The six pillars of optimization.
From sleep to the microbiome, every pillar reveals a precise aspect of your biology. Explore the included Bio-Signatures, the context that informs interpretation, and the value of every program.
Sleep, stress, nutrition, physical activity, environmental exposure, and psychosocial wellbeing come together with 28 Bio-Signatures.
One-time or annual
$995Individual value: $1,300Save $305 (23%)Order now
Your biology, in everyday life
Your biology reveals what truly deserves your attention.
Your at-home kit creates your personal baseline. EHOP connects it to your sleep, stress, nutrition, activity, exposures, and wellbeing to reveal what influences your everyday life.
You get readable trends, explained Bio-Signatures, and personalized priorities to know where to act now and what to follow over time.
Program and results preview
A preview of the program and results.
Here are examples of the information included in the reports that come with your program. Open each view and scroll through the preview to see the details.
Choose a program view
Scroll through the preview to see the full page.
Vue 01
Sleep quality
Demo data
Vue 02
Nutrition
Demo data
Vue 03
Physical activity
Demo data
Vue 04
Stress level
Demo data
Vue 05
Program overview
Demo data
Vue 06
Social connection
Demo data
Choose your rhythm
Choose your rhythm.
Each new kit adds a comparison point to your trajectory. Simply choose the frequency that fits the level of follow-up you want.
One-time or annual
A first look
Start now with no fixed cadence, or come back once a year to refresh your baseline.
TwinMe is a non-medical wellness experience. It is not a medical or laboratory test and does not provide concentrations, units, reference ranges, diagnosis, screening, treatment, or disease monitoring.
Weight Management · Distinct program
Lose fat. Protect muscle. Understand your metabolism.
A biology-guided weight management program for people who want to improve body composition without guessing what works for their own body.
Add this program when body composition, fat loss, muscle protection, nutrition, or metabolism is your main focus.
Your TwinMe plan starts with Elite Health Optimization. Weight Management adds a deeper body composition and metabolism layer when this is your priority.
Two people can eat similar meals and get completely different results. One loses fat. One stalls. One feels better. One retains water, loses energy, or struggles with cravings.
We look beyond calories.The program connects Bio-Signatures, food patterns, body composition, recovery, stress, and movement into a personalized result.
We focus on your goal.Lose fat, gain or protect muscle, improve hydration, reduce unnecessary fluctuation, and build a better body composition trend.
We keep the science useful.You receive scores, trends, and next actions instead of a dense raw report you have to interpret alone.
15 personalized weight management results, built from your biology.
Your Weight Management program turns each biological update kit into 15 practical results across body composition, nutrition, metabolism, and microbiome function. The deeper biomarker layer stays in the background, so the page stays focused on what you receive and what you can do next.
Body Composition
The first layer helps distinguish real body recomposition from normal weight, water, and recovery fluctuations.
01Biological Weight
Weight trend, consistency, and likely biological drivers.
02Muscle Mass
Lean mass gain, protection, recovery, and strength adaptation.
03Body Fat
Fat-loss direction connected to metabolism, inflammation, and lifestyle.
04Body Water
Hydration, retention, recovery stress, and normal fluctuation.
05Bone Mass
Bone-health awareness when weight loss, movement, protein, and minerals matter.
06Visceral Fat
Deeper abdominal fat signal: one of the most important fat patterns to reduce.
Personalized Nutrition Blueprint
This layer helps build a food strategy using signals tied to proteins, dairy, lipids, antioxidants, vitamins, and possible intolerances.
07Food Plan Fit
Whether your current plan appears to match your biology and goal.
08Nutrient Gaps
Possible omega-3, fiber, protein, vitamin, antioxidant, or food-level gaps.
09Protein and Tolerance
Protein quality, dairy response, animal-protein context, and intolerance signals.
10Plan Assistant
Guided questions, simulations, and plan building: what to test next.
Metabolic and Microbiome Function
Instead of only describing what lives in the microbiome, this layer focuses on what your biology suggests the microbiome and metabolism are producing.
11Microbiome Output
Downstream signals suggesting whether the microbiome appears efficient or strained.
12Lipid Balance
Lipid-related signals tied to nutrition quality and fat-loss efficiency.
13Antioxidant Capacity
Oxidative-stress balance, recovery support, and adaptation context.
14Metabolic Flexibility
Energy stability, cravings, caffeine, sleep, and recovery response.
15Metabolic Rate Personalization
Your metabolism speed and what may accelerate, slow, or disrupt it.
Why repeat kits matter: one analysis creates a baseline. Monthly or quarterly updates show whether the plan is actually changing body composition, nutrition fit, microbiome output, and metabolic flexibility.
Food intelligence
A clear feedback loop for your weight journey.
Start simple: choose your kit rhythm, connect your scale and wearable, capture meals, then adjust and retest. Instead of only counting calories, the program connects what you eat to how your body appears to metabolize, recover, retain water, build muscle, or store fat.
Food photo input.Capture meals quickly and let the program connect them to your broader trend.
Metabolic interpretation.Understand which patterns may be helping you and which may be slowing progress.
Microbiome and tolerance signals.When available, biomarker patterns can help flag digestive efficiency, food intolerance context, and inflammatory response.
Body composition command center
Not another weight-loss app.
The portal should make the next decision obvious: what is improving, what is stuck, what might explain it, and what to change first.
ScoresBody weight, body fat, visceral fat, muscle, water, food metabolism, recovery, inflammation, and cravings context.
TrendsSee whether change is real, temporary, stable, or moving in the wrong direction.
RecommendationsSpecific next steps based on your signals, not generic wellness advice.
Shareable dataBring the insights to your nutritionist, trainer, physician, or other professional.
Your virtual coach
A personal assistant for the moments you get stuck.
Your virtual guide helps translate complex body composition, biomarker signals, and Bio-Signatures into plain-language next steps.
Ask: Why did my weight go up if my fat-loss score improved?
Ask: Am I losing fat or just water?
Ask: What should I change this week to protect muscle while losing fat?
Add connected devices only when useful.
After the program and kit rhythm are selected, these devices make the Weight Management Program more precise between kits.
Weight Management bonus
TwinMe Scale
Weight alone is too noisy. The scale helps track body fat, visceral fat, muscle mass, water balance, and body composition trends so the program can better separate real progress from normal fluctuation.
Launch offer $100Standard $200
Recommended for every Weight Management user.
Improves body composition, water, muscle, visceral fat, and metabolic trend interpretation.
Wearable signals help explain what may trigger faster or slower progress: sleep, HRV, activity, recovery, blood oxygen, temperature, and daily consistency.
Launch offer $150Standard $300
Useful for metabolic rate personalization.
Helps connect recovery and activity to fat-loss and muscle-protection scores.
Wellness-grade tracking, not a medical device and not a substitute for medical care.
You already chose Weight Management. Now choose how often the program updates.
The Weight Management program includes the biological update kit cadence you choose, adds a specialized body composition and metabolism layer, and updates scores, Bio-Signatures, trends, and recommendations.
Premium
Monthly Plan
$6,695 /year
1 kit every month · 12 kits/year. Monthly biological updates for users who want the highest-resolution tracking and the tightest feedback loop.
Weight Management program · 12 kits included
Paid upfront. A $9,540 renewal value.
Save $2,845, 30%.
Equivalent to $558 per biological update kit when paid upfront.
Or pay $795 per biological update kit.
Free shipping and handling, including return shipping in Canada.
1 kit every quarter · 4 kits/year. Realign every quarter with biological updates that show whether your habits, training, nutrition, and recovery are moving in the right direction.
Weight Management program · 4 kits included
Paid upfront. A $3,180 renewal value.
Save $785, 25%.
Equivalent to $599 per biological update kit when paid upfront.
Or pay $795 per biological update kit.
Free shipping and handling, including return shipping in Canada.
Non-medical wellness program. This program provides health intelligence insights to support proactive wellness, body composition awareness, and lifestyle optimization. It does not diagnose, treat, cure, mitigate, or prevent obesity, diabetes, metabolic disease, eating disorders, or any other condition. Diagnosis and treatment decisions remain under the authority of licensed healthcare professionals.
TwinMe is a non-medical wellness experience. It is not a medical or laboratory test and does not provide concentrations, units, reference ranges, diagnosis, screening, treatment, or disease monitoring.
Non-medical wellness score. This program does not diagnose, treat, cure, mitigate, or prevent obesity, diabetes, metabolic disease, eating disorders, or any other condition. It is designed to support general wellness, body composition awareness, and lifestyle optimization.
One of the most comprehensive longevity and quality-of-life programs. Its eight premium analyses bring together your biology, complementary assessments, and recommendations into a personal trajectory to help you maximize your healthy years.
Non-medical wellness program. BioTwin Longevity does not diagnose, treat, cure, mitigate, or prevent disease and does not replace a healthcare professional.
Complete assessment at $9958 premium analysesOrder now
TwinMe is a non-medical wellness experience. It is not a medical or laboratory test and does not provide concentrations, units, reference ranges, diagnosis, screening, treatment, or disease monitoring.
Non-medical wellness score. This program does not measure, diagnose, treat, cure, mitigate, or prevent aging-related disease. It is designed to support general wellness, healthspan awareness, and longitudinal lifestyle optimization.
The highest biological performance program ever offered to elite athletes. Powered by AI-driven performance Bio-Signatures and Virtual Twin Intelligence built for competitors where fractions decide outcomes.
Not for casual athletes. Built for national-team, international, podium-driven, and Olympic-caliber performers preparing for major competition windows.
Biological Performance ModelContinuous
Know if the body is truly adapting.Recovery, readiness, adaptation, muscle integrity, peak timing, injury exposure, and female physiology.
30,000+Bio-Signature signals mapped
7Proprietary scores
WeeklyTracking protocol
Elite standard.For athletes training to international competitive levels.
Weekly tracking.Continuous tracking mapping real training and race cycles.
Adaptive cadence.Daily and weekly samples scheduled dynamically around your sport, training load, and races.
Competition ready.Make sure your biology is ready for that major event. Track biological readiness.
This is not another dashboard.It is a high-performance biological system built around how an elite athlete absorbs load, restores, adapts, and peaks.
What it is
A virtual twin powered by AI and biomarker-family Bio-Signatures.
Apex tracks the biological response to training load, recovery, taper, competition, post-event stress, and repeated cycles across the year using high-frequency modeling adjusted to your sport.
Custom weekly & daily protocolA personalized daily and weekly protocol designed to adapt to your training program, your results, and your competitions.
Beyond raw scoresWe do not look at isolated numbers. BioTwin maps high-dimensional metabolic signals to build multi-dimensional Bio-Signatures.
Competition ready modelingTranslate longitudinal biological trends into predictive competition timing intelligence, ensuring peak performance on event day.
Personalized follow-up
Designed around the athlete’s real sport environment.
Apex Sport Performance is not a generic protocol. The follow-up is adapted to the athlete, the sport, training cycles, competition timing, performance objectives, and individual needs. When relevant, Apex can also support collaboration with coaches, strength and conditioning teams, sport medicine teams, and other professionals around the athlete.
Who it is for
Built for athletes whose standard is international.
The program is intentionally not mass-market. It is designed for athletes and teams who cannot afford biological guesswork.
Explosive powerReadiness and muscle integrity between maximal outputs.
Aquatic eliteOxygen transport, adaptation, and event timing.
Endurance systemsFuel handling, inflammation drift, iron status, and load response.
Female physiologyCycle-linked recovery, hormones, iron, bone, and readiness.
Most athletes can track training. Almost none can track whether biology is truly ready to repeat it.
Apex answers the high-performance questions that training logs, sleep scores, and occasional panels cannot answer alone.
The 7 proprietary scores
Seven scores. One integrated virtual system.
Each score combines Bio-Signatures, historical tracking, longitudinal patterns, and trend progression over time.
What it givesBiological repair, residual fatigue, and recovery quality after training or competition.
Why it mattersSeparate perceived recovery from real cellular recovery. Elite athletes often feel ready before they are biologically restored.
Bio-Signature focus: Autonomic and systemic repair Bio-Signatures, inflammatory load families, and metabolic recovery markers. Maps families including structural enzymes, tissue damage indicators, and inflammatory interleukins.
02
Performance Readiness Score
Can you truly perform on that day?
Open
What it givesA date-specific readiness read: push, maintain, or protect.
Why it mattersTop athletes need more than motivation and wearable strain. They need a deep biological signal.
Bio-Signature focus: Cortisol awakening pattern, lactate-related metabolic families, autonomic load trends, and electrolyte balance. Maps families including adrenal response, glucose handling, and ionic stability.
03
Training Adaptation Score
Is your training cycle producing real adaptation?
Open
What it givesValidation that a block is creating progress instead of hidden overload or stagnation.
Why it mattersA hard block is not automatically a productive block. This score confirms capacity building.
Bio-Signature focus: Testosterone-cortisol ratio modeling, mitochondrial and oxidative metabolism Bio-Signatures, glucose handling families. Maps families including thyroid signaling, metabolic flexibility, and chronic load response.
04
Muscle Integrity Score
Are you rebuilding stronger, or breaking down silently?
Open
What it givesMuscle stress, anabolic-catabolic balance, and progression quality.
Why it mattersElite output collapses when breakdown outpaces rebuilding. This score protects output quality and progression continuity.
Bio-Signature focus: Muscular stress markers, anabolic-catabolic balance modeling, branch-chain amino acid families, tissue repair Bio-Signatures. Maps families including structural enzymes, specific amino acid pathways, and growth hormones.
05
Peak Competition Score
Are you entering a real peak window?
Open
What it givesValidation of taper quality, competition readiness, and post-event cost.
Why it mattersMany athletes taper. Fewer truly peak. This score validates the event-window readiness.
Bio-Signature focus: Oxygen transport Bio-Signatures, hematological readiness patterns, lactate handling families, system reserve indicators. Maps families including oxygen transport indicators, iron metabolism, and hydration volume.
06
Injury Exposure Score
Is your body drifting toward higher risk?
Open
What it givesAn early biological warning layer for tissue stress and overload accumulation.
Why it mattersIn elite sport, injury rarely arrives suddenly. The body shows signs before the breakdown occurs.
Bio-Signature focus: Tissue stress indicators, connective turnover families, inflammatory tension curves, cumulative load Bio-Signatures. Maps families including systemic inflammation, collagen turn-over indicators, and key bone mineral pathways.
07
Female Physiology Alignment Score
Is physiology aligned with demand across the hormonal cycle?
Open
What it givesCycle-linked physiology, hormonal balance, recovery timing, and biological alignment.
Why it mattersFemale athletes deserve systems that reflect physiology instead of ignoring it.
Bio-Signature focus: Estrogen-progesterone ratio modeling, cycle-linked readiness patterns, iron/thyroid readiness Bio-Signatures, cortisol rhythm. Maps families including sex hormones, bone-support indicators, and cycle-linked recovery paths.
BioTwin AI Engine
TwinMe is not a medical laboratory test. It is a non-medical longitudinal wellness performance model powered by BioTwin.
Standard lab panels quantify selected analytes at a point in time. TwinMe maps high-dimensional metabolic signal patterns over time into actionable wellness performance models.
Our AI engine understands your unique biology, personalizes the interpretation, and adapts directly to your training program, results, and competitions. By analyzing continuous Bio-Signature trajectories, it builds an evolving virtual twin that maps your real-world recovery, predicts fatigue accumulation, and validates training assimilation.
Standard Lab Panels vs Bio-Signatures
Why static lab panels miss performance context
Standard panels quantify isolated analytes at single points in time. For elite athletes competing where fractions decide outcomes, a single raw score offers zero context. BioTwin replaces raw numbers with Bio-Signature families analyzed in synchronicity.
Lactic Acid / Lactate Bio-Signature Example
A standard finger-prick lactic acid test shows a number. It cannot show if the signal stems from efficient energy production, redox pressure, poor recovery, or mitochondrial demand. Same Lactic Acid / Lactate level, entirely different biology.
BioTwin’s AI does not track lactic acid in isolation. We analyze the nine distinct Bio-Signature families comprising 110 total candidate signal groups to explain the why behind your numbers.
Included in the Program
The complete elite biological performance infrastructure.
This is why Apex Sport Performance delivers immense value. Everything required to model, simulate, and track your biology at the highest level of sport is included in the price.
7 Apex Performance Scores
Recovery Depth, Performance Readiness, Training Adaptation, Muscle Integrity, Peak Competition, Injury Exposure, and Female Physiology scores updated continuously.
Apex Dashboard
6 Lifestyle Optimization Scores
Autonomic Sleep, Stress Resilience, Nutrition Quality, Physical Activity, Substance/Exposure, and Social Connectedness. Because to optimize performance, we must optimize every lifestyle aspect.
Lifestyle Medicine
Biometric Wearable Connectivity
Seamlessly connect and import continuous wearable data (HRV, resting heart rate, activity load, sleep architecture) to enrich and calibrate your virtual twin.
Continuous Integration
External Data Import
Upload and integrate available historical wellness files, genetic reports, microbiome reports, and external panel summaries to deepen the personalization of your model.
External Data
Cognitive Performance App & Tracking
Built-in cognitive tests and tracking inside the app to measure, track, and validate cognitive performance, reflex speed, and decision fatigue over time.
Cognitive Track
TWINEE AI Personal Assistant
Your private 24/7 virtual assistant (TWINEE) to guide you and your coaching staff. Translate complex biological metrics, make nutrition recommendations, and advise on pre-competition preparation in plain language.
TWINEE Companion
Apex access
Choose your Apex Sport Performance access.
Select your payment method. The program, personalized protocol, biological follow-up, and performance intelligence remain the same.
Monthly payment
Apex Sport Performance
$4,745 /month
Same Apex program, paid monthly.
Billed monthly: $4,745/month
Includes TwinMe weekly kits and high-frequency Bio-Signature processing
Includes AI-driven virtual twin modeling and continuous Apex analysis
Personalized dynamic collection protocol customized for your sport
After your order: once your order is completed, the BioTwin team will contact you to start your personalized follow-up. Your protocol will be adapted to your sport, training calendar, competitions, performance objectives, and individual needs. Canada only: shipping, return shipping, and Bio-Signature signal analysis are included for Canada only.
You already track training. Now track the biology behind performance.
Apex Sport Performance turns high-frequency biological data into elite performance intelligence. Not generic. Not casual. Not approximate.
BioTwin AI maps these 110 key candidate signal groups, features, and biological systems to build your performance Bio-Signature.
1. Direct Lactate Forms and Chemical Derivatives
No.
Biomarker / Feature
Description
Relationship to Lactate
1
Lactic acid
Acid form of lactate
Parent acid form
2
Lactate
Conjugate base of lactic acid
Main physiological circulating form
3
L-lactate
Main human lactate enantiomer
Central exercise and glycolysis signal
4
D-lactate
Alternative enantiomer
Linked to microbiome and glyoxalase metabolism
5
DL-lactate
Racemic mixture
Combined D and L forms
6
Lactoyl group
Acyl group derived from lactate
Basis for lactylated molecules
7
Lactoyl-CoA
Activated lactate-linked CoA form
Connects lactate to acyl-CoA metabolism
8
Lactyl-lysine
Lactylated lysine residue
Protein modification derived from lactate
9
Histone lactylation
Epigenetic lactate-derived mark
Lactate-linked gene regulation signal
10
S-D-lactoylglutathione
Glyoxalase intermediate
Direct precursor to D-lactate
2. Pyruvate and Redox Core
No.
Biomarker / Feature
Description
Relationship to Lactate
11
Pyruvate
Central keto acid
Direct precursor and product of lactate
12
NAD+
Oxidized redox cofactor
Supports lactate to pyruvate conversion
13
NADH
Reduced redox cofactor
Supports pyruvate to lactate conversion
14
NADH/NAD+ ratio
Redox balance
Strong contextual driver of lactate levels
15
H+
Proton
Part of lactate-pyruvate chemistry and transport
16
Lactate dehydrogenase
Enzyme family
Converts pyruvate and lactate
17
LDHA
LDH isoform
Often associated with lactate production
18
LDHB
LDH isoform
Often associated with lactate utilization
19
Lactate/pyruvate ratio
Functional redox ratio
More informative than lactate alone
20
Pyruvate/alanine ratio
Pyruvate fate signal
Shows whether pyruvate is routed toward alanine or lactate
3. Glycolysis Upstream of Lactate
No.
Biomarker / Feature
Description
Relationship to Lactate
21
Glucose
Main carbohydrate fuel
Primary upstream source
22
Glycogen
Stored glucose
Feeds glycolysis during effort
23
Glucose-1-phosphate
Glycogen breakdown product
Feeds glucose-6-phosphate
24
Glucose-6-phosphate
Glycolysis intermediate
Upstream of pyruvate
25
Fructose-6-phosphate
Glycolysis intermediate
Upstream of pyruvate
26
Fructose-1,6-bisphosphate
Committed glycolysis intermediate
Upstream of pyruvate
27
Glyceraldehyde-3-phosphate
Triose phosphate
Upstream of pyruvate and methylglyoxal
28
Dihydroxyacetone phosphate
Triose phosphate
Upstream of pyruvate and methylglyoxal
29
1,3-bisphosphoglycerate
Glycolysis intermediate
Upstream of pyruvate
30
3-phosphoglycerate
Glycolysis intermediate
Upstream of pyruvate
31
2-phosphoglycerate
Glycolysis intermediate
Upstream of pyruvate
32
Phosphoenolpyruvate
Immediate pyruvate precursor
Direct upstream fuel path
33
ATP
Cellular energy currency
Output/context of glycolytic flux
34
ADP
ATP turnover signal
Energy demand context
35
AMP
Energy stress signal
Indicates energetic pressure
36
Inorganic phosphate
ATP/glycolysis component
Energy metabolism context
4. Mitochondrial, TCA, and Gluconeogenic Context
No.
Biomarker / Feature
Description
Relationship to Lactate
37
Acetyl-CoA
Entry into TCA cycle
Pyruvate oxidation pathway
38
Coenzyme A
Acyl carrier
Supports acetyl-CoA/lactoyl-CoA metabolism
39
Oxaloacetate
TCA and gluconeogenesis node
Pyruvate carboxylation route
40
Citrate
TCA cycle metabolite
Mitochondrial flux context
41
Isocitrate
TCA cycle metabolite
Oxidative metabolism context
42
Alpha-ketoglutarate
TCA and amino acid node
Energy and nitrogen metabolism
43
Succinate
TCA metabolite
Mitochondrial and stress context
44
Fumarate
TCA metabolite
Oxidative metabolism context
45
Malate
TCA and redox shuttle metabolite
Links lactate, pyruvate, and oxaloacetate systems
46
CO2
Oxidation product
Final carbon output
47
Bicarbonate
Acid-base buffer
Context for lactate-associated acidity
48
Glucose from gluconeogenesis
Rebuilt glucose
Lactate can be recycled into glucose
49
Phosphoenolpyruvate, gluconeogenic
Glucose synthesis intermediate
Downstream of pyruvate/oxaloacetate
50
Glycerol
Gluconeogenic substrate
Energy state context
5. Amino Acids and Muscle Metabolism
No.
Biomarker / Feature
Description
Relationship to Lactate
51
Alanine
Pyruvate-derived amino acid
Competing pyruvate fate
52
Glutamate
Nitrogen and TCA connector
Supports transamination
53
Glutamine
Nitrogen reserve
Recovery and stress context
54
Aspartate
Oxaloacetate-linked amino acid
TCA/anaplerosis context
55
Asparagine
Aspartate-related amino acid
Nitrogen metabolism context
56
Valine
Branched-chain amino acid
Muscle fuel and propionate link
57
Isoleucine
Branched-chain amino acid
Muscle energy context
58
Leucine
Branched-chain amino acid
Muscle protein and recovery context
59
Serine
Linked to 3-phosphoglycerate
Glycolysis-derived amino acid
60
Glycine
One-carbon and glutathione support
Redox and recovery context
61
Cysteine
Glutathione precursor
Redox and glyoxalase support
62
Methionine
Methylation amino acid
Recovery and methylation context
63
Taurine
Osmoregulation and muscle function
Exercise context
64
Creatine
Rapid energy buffer
Training and ATP context
65
Creatinine
Creatine breakdown product
Muscle load, hydration, renal context
6. Ketones and Monocarboxylates
No.
Biomarker / Feature
Description
Relationship to Lactate
66
Beta-hydroxybutyrate
Ketone body
Shares monocarboxylate transport logic
67
Acetoacetate
Ketone body
Energy state context
68
Acetone
Ketone-related metabolite
Ketosis context
69
Acetate
Short-chain fatty acid
Fermentation and monocarboxylate context
70
Propionate
Short-chain fatty acid
Chemical parent-family link
71
Butyrate
Short-chain fatty acid
Microbiome and energy context
72
Alpha-hydroxybutyrate
Hydroxy acid
Redox and metabolic stress context
73
3-hydroxybutyrate
Hydroxy acid ketone form
Energy state context
74
3-hydroxypropionate
Hydroxypropionate
Structural cousin
75
Glycolate
Hydroxy acid
Chemical cousin
7. D-Lactate, Methylglyoxal, and Glutathione System
No.
Biomarker / Feature
Description
Relationship to Lactate
76
Methylglyoxal
Reactive glycolysis by-product
Precursor to D-lactate
77
MG-GSH hemithioacetal
Methylglyoxal-glutathione complex
Glyoxalase intermediate
78
Reduced glutathione, GSH
Antioxidant molecule
Required in glyoxalase pathway
79
Oxidized glutathione, GSSG
Oxidized glutathione
Redox stress context
80
GSH/GSSG ratio
Redox balance marker
Recovery and stress context
81
Glyoxalase 1
Enzyme
Converts methylglyoxal intermediate
82
Glyoxalase 2
Enzyme
Produces D-lactate from S-D-lactoylglutathione
83
D-lactate
D-enantiomer
Microbiome and glyoxalase output
84
D-lactate/L-lactate ratio
Enantiomeric balance
Helps separate D and L lactate biology
85
Reactive aldehydes
Carbonyl stress products
Related stress context
8. Fermentation and Microbiome-Linked Signals
No.
Biomarker / Feature
Description
Relationship to Lactate
86
Ethanol
Fermentation product
Alternative microbial pathway
87
Acetaldehyde
Fermentation intermediate
Linked to lactate-associated microbial chemistry
88
Formate
Fermentation product
Microbial metabolic context
89
Microbial succinate
Fermentation/TCA-related signal
Gut metabolism context
90
1,2-propanediol
Microbial metabolite
Propionate/lactate pathway context
91
L-lactaldehyde
Aldehyde precursor
Can connect to L-lactate
92
D-lactaldehyde
Aldehyde precursor
Can connect to D-lactate
93
Acetyl phosphate
Microbial energy intermediate
Acetate and fermentation context
94
Propionyl-CoA
Propionate intermediate
Links propionate and lactoyl-CoA metabolism
95
Methylmalonyl-CoA
Propionate metabolism intermediate
TCA and dynamic metabolic context
9. Transporters, Receptors, and Regulatory Proteins
No.
Biomarker / Feature
Description
Relationship to Lactate
96
MCT1 / SLC16A1
Monocarboxylate transporter
Lactate and pyruvate import/export
97
MCT4 / SLC16A3
Monocarboxylate transporter
Often lactate export in glycolytic cells
98
MCT2 / SLC16A7
High-affinity transporter
Lactate utilization in selected tissues
99
CD147 / Basigin
MCT chaperone
Supports MCT trafficking/function
100
HCAR1 / GPR81
Lactate receptor
Lactate signaling
101
AMPK
Energy sensor
Links energetic stress and adaptation
102
HIF-1 alpha
Hypoxia/glycolysis regulator
Drives glycolytic/lactate programs
103
PGC-1 alpha
Mitochondrial biogenesis regulator
Endurance and oxidative adaptation
104
PDH
Pyruvate dehydrogenase
Routes pyruvate into acetyl-CoA
105
PDK
Pyruvate dehydrogenase kinase
Inhibits PDH and can shift pyruvate away from oxidation
106
COX / oxidative phosphorylation markers
Mitochondrial respiration
Lactate utilization context
107
Training load signals
Wearable or performance inputs
Context for lactate production
108
Recovery depth signals
Sleep, HRV, resting patterns
Context for lactate clearance/adaptation
109
Muscle integrity signals
Muscle stress/damage context
Performance readiness layer
110
Female physiology alignment
Cycle/hormonal context
Sport performance interpretation layer
TwinMe is a non-medical wellness experience. It is not a medical or laboratory test and does not provide concentrations, units, reference ranges, diagnosis, screening, treatment, or disease monitoring.
Apex Sport Performance is built to reveal wellness trends, patterns, and performance-relevant changes across time. It delivers longitudinal performance intelligence derived from Bio-Signature trajectories rather than isolated laboratory readouts. Bio-Signature, signal group, trend, and recommendation information is shared as interpreted wellness performance insights rather than concentration values. The insights provided are intended to support elite performance awareness and should not be interpreted as medical advice or as a substitute for evaluation by a licensed healthcare professional. For clinical interpretation or medical guidance, consult a clinician.
TwinMe provides health intelligence insights to support proactive decision-making. Diagnosis and treatment decisions remain under the authority of licensed healthcare professionals.
