My Potential VO₂max Variants

This is my blog post on my potential VO₂max Variants.


I have a cardio response that doesn’t match what most people experience. I don’t get breathless, I don’t feel heart strain, my muscles don’t fatigue, and instead of running out of energy, I actually feel it rise the longer I go. I can hold extremely high heart rates without distress, and even the ADHD‑driven sympathetic activation that overwhelms other people feels stabilizing for me. Most people can’t imagine that combination, but it’s simply how my body operates.


To understand why, I asked Microsoft Copilot to generate a list of top VO₂max‑related genes based on biological process, molecular function, pathway position, and tissue expression—without relying on Eurocentric GWAS assumptions. Then I went through those genes to see whether I carry any regulatory variants in them and noted the relevant issues each gene is involved in, from oxygen sensing and cardiac output to vascular tone, metabolic switching, and lactate handling.


Using Gene Inspector Pro, I was looking specifically for variants that fall inside ENCODE 4 Promoter and Enhancer cCREs that also show TSS or Active Enhancer chromatin states in VO₂‑relevant tissues. A variant only has functional relevance if it sits in a promoter or enhancer element that is actually active in the heart, lung, skeletal muscle, endothelium, kidney cortex, liver, or large vessels. That’s why matching variants to both ENCODE 4 cCRE type and TSS/Active Enhancer chromatin state is essential when interpreting their impact. The variant has to be under 5% globally and under 5% in every non‑endogamous population, or it doesn’t meet my functional threshold.


What emerged was a VO₂max architecture consisting of 15 variants in ENCODE 4 Promoter and Enhancer cCREs that show TSS or Active Enhancer chromatin states in lung, heart, skeletal muscle, endothelium, kidney cortex, liver, and large vessels, across ACSL1, HBB, EPAS1, EGLN1, NOS3, PPARA, PPARD, and SLC16A1. Each variant is under 5% allele frequency globally and under 5% in all non‑endogamous genetic groups, forming a rare regulatory pattern across the entire oxygen‑delivery and oxygen‑utilization system.


Nine of my fifteen VO₂max variants fall in active adrenal enhancers of adrenal‑expressed genes, and my own cardio experience includes a strong, energizing adrenaline response. I’m not saying the variants explain that feeling, but both things fall within the same adrenal‑linked metabolic and stress‑response space, which makes the genomic pattern and my lived experience line up in a coherent way. 



My most intense 1 hour high intensity workouts  (I am 54 years old)

running in place - 178 bpm average with maximum heart rate of 189 bpm on February 11, 2026

https://www.facebook.com/raymond.n.scott/posts/pfbid05pLBDaGxuH89A7wicp84NeTDdagy1jrAf54HHcXEEQTEE6cKXRgjU578pvrUdUiVl

running in place - 176 bpm average with maximum heart rate of  201 bpm on February 4, 2026

https://www.facebook.com/raymond.n.scott/posts/pfbid02wvXAznGW9vE2rQvEhgqw6v3w7dzLshzWC5sdFXtmFUH1DDWbXjDvpvVuwbCH9C6ml


Most intense 30 minute high intensity workouts (I am 54 years old)

running in place - 185 bpm average with maximum heart rate of 201 bpm on March 24, 2026

https://www.facebook.com/raymond.n.scott/posts/pfbid02ouHfRbJ6VoKff2C79NF1HZpEeHQLeam4ZSpXUfZfUmtGKhc9qL324JK2W5zwcND2l

running in place - 180 bpm average with maximum heart rate of 194 bpm on January 15, 2026

https://www.facebook.com/raymond.n.scott/posts/pfbid0i5pxrPsA4sU75NbjAFfZkPyhtFM2mmBAD16KBU2kT4dob1TpZgr9pwkoBvcyrgGfl


My VO2max Testing Discontinuous Protocol Results from Washington State University in Pullman

https://neurodivergence.blogspot.com/2025/09/my-vo2max-testing-discontinuous.html


ChatGPT Comprehensive Analysis of My Cardiovascular Workout Performance and my Interest in VO2 Max and Lactate Assessment




Mapping Quality (MQ) minimum: 60

Allele Depth (AD)  minimum: 25 (30 for variants <1%) with 30% alt allele minimum



ACSL1-skeletal muscle, heart, liver, adipose tissue, endothelial tissue, adrenal gland


GeneCards Summary for ACSL1 Gene

ACSL1 (Acyl-CoA Synthetase Long Chain Family Member 1) is a Protein Coding gene. Diseases associated with ACSL1 include Platelet Glycoprotein Iv Deficiency and Osteogenesis Imperfecta, Type Xviii. Among its related pathways are Fatty acid metabolism and arachidonate biosynthesis III (metazoa). Gene Ontology (GO) annotations related to this gene include long-chain fatty acid-CoA ligase activity. An important paralog of this gene is ACSL6.

NCBI Gene Summary for ACSL1 Gene 

The protein encoded by this gene is an isozyme of the long-chain fatty-acid-coenzyme A ligase family. Although differing in substrate specificity, subcellular localization, and tissue distribution, all isozymes of this family convert free long-chain fatty acids into fatty acyl-CoA esters, and thereby play a key role in lipid biosynthesis and fatty acid degradation. Several transcript variants encoding different isoforms have been found for this gene. [provided by RefSeq, Nov 2013]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=ACSL1


rs928291108  4-184824637-G-C

Intron variant

10/152,174 (0.006571%) gnomAD

91/829,494 (0.011%) AllOfUs

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA111946890

Proximal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E2349264

Active TSS in skeletal muscle, heart, liver, adipose

Flanking TSS in skeletal muscle, heart, liver, endothelial tissue, adrenal gland

Flanking TSS downstream in skeletal muscle

Flanking TSS upstream in skeletal muscle

https://regulomedb.org/regulome-search?regions=chr4%3A184824636-184824637&genome=GRCh38/thumbnail=chromatin


rs967669191  4-184811879-C-T

Intron variant

14/152,034 (0.009208%) gnomAD

118/829,552 (0.0142%) AllOfUs

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA111945357

Proximal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3619235

Active TSS in skeletal muscle, liver

Flanking TSS downstream in skeletal muscle, liver

Active Enhancer in skeletal muscle, heart, liver, adipose tissue, adrenal gland

https://regulomedb.org/regulome-search?regions=chr4%3A184811878-184811879&genome=GRCh38/thumbnail=chromatin


rs143598084  4-184804790-C-A

Intron variant

279/152,218 (0.1833%) gnomAD

1,430/1,071,310 (0.1335%) AllOfUs

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA111944219

Proximal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3619226

Active TSS in skeletal muscle, heart, liver, adipose tissue

Flanking TSS in skeletal muscle, heart, liver adrenal gland

Flanking TSS downstream in skeletal muscle, heart, liver, adipose tissue

Active Enhancer in heart, adipose tissue

https://regulomedb.org/regulome-search?regions=chr4%3A184804789-184804790&genome=GRCh38/thumbnail=chromatin






HBB — lung, vascular endothelium, skeletal muscle, heart, kidney

GeneCards Summary for HBB Gene

HBB (Hemoglobin Subunit Beta) is a Protein Coding gene. Diseases associated with HBB include Sickle Cell Disease and Beta-Thalassemia, Dominant Inclusion Body Type. Among its related pathways are Innate Immune System and Erythrocytes take up carbon dioxide and release oxygen. Gene Ontology (GO) annotations related to this gene include iron ion binding and oxygen binding. An important paralog of this gene is HBD.

NCBI Gene Summary for HBB Gene 
The alpha (HBA) and beta (HBB) loci determine the structure of the 2 types of polypeptide chains in adult hemoglobin, Hb A. The normal adult hemoglobin tetramer consists of two alpha chains and two beta chains. Mutant beta globin causes sickle cell anemia. Absence of beta chain causes beta-zero-thalassemia. Reduced amounts of detectable beta globin causes beta-plus-thalassemia. The order of the genes in the beta-globin cluster is 5'-epsilon -- gamma-G -- gamma-A -- delta -- beta--3'. [provided by RefSeq, Jul 2008]



rs555932193    11-5225214-A-T

500B Downstream variant

15/333,056 (0.004504%) gnomAD

32/829,612 (0.0039%) AllOfUs


Proximal Enhancer


Flanking TSS chromatin in skeletal muscle, lung, kidney, adrenal gland

Flanking TSS downstream in lung





EPAS1 — lung, kidney cortex, endothelial cells, heart, adrenal gland

GeneCards Summary for EPAS1 Gene

EPAS1 (Endothelial PAS Domain Protein 1) is a Protein Coding gene. Diseases associated with EPAS1 include Erythrocytosis, Familial, 4 and Multiple Paragangliomas Associated With Polycythemia. Among its related pathways are Selective autophagy and Signaling by PTK6. Gene Ontology (GO) annotations related to this gene include DNA-binding transcription factor activity and protein heterodimerization activity. An important paralog of this gene is HIF1A.

NCBI Gene Summary for EPAS1 Gene 

This gene encodes a transcription factor involved in the induction of genes regulated by oxygen, which is induced as oxygen levels fall. The encoded protein contains a basic-helix-loop-helix domain protein dimerization domain as well as a domain found in proteins in signal transduction pathways which respond to oxygen levels. Mutations in this gene are associated with erythrocytosis familial type 4. [provided by RefSeq, Nov 2009]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=EPAS1


rs116180054  2-46353788-C-T    

Intron variant

1,473/152,320 (0.967%) gnomAD

6,342/829,616 (0.7645%) AllOfUs

common in African/American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA11271988

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3341742

Active Enhancer chromatin in heart 

https://regulomedb.org/regulome-search?regions=chr2%3A46353787-46353788&genome=GRCh38/thumbnail=chromatin


rs17035035  2-46353684-G-A  

Intron variant

1,499/152,300 (0.9842%)  gnomAD

6,431/829,642 (0.7752%) AllOfUs

common in African/African American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA11271987

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3341742

Active Enhancer chromatin in heart

https://regulomedb.org/regulome-search?regions=chr2%3A46353683-46353684&genome=GRCh38/thumbnail=chromatin


rs111696276  2-46304320-G-T

Intron variant   

1,697/152216 (1.115%) gnomAD

7,110/829,586 (0.8571%) AllOfUs

common in African/African American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA46546457

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3341697

Active Enhancer chromatin in heart, lung, endothelial cells, adrenal gland

https://regulomedb.org/regulome-search?regions=chr2%3A46304319-46304320&genome=GRCh38/thumbnail=chromatin


rs183785295 2-46386759-G-A    

500B Downstream variant

3,669/145606 (2.52%) gnomAD

21,748/799,344 (2.7207%) AllOfUs

common in Admixed American genetic group, European (non-Finnish) genetic group, Middle Eastern genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA46573176

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3341773

Enhancer chromatin in heart, lung, kidney cortex

https://regulomedb.org/regulome-search?regions=chr2%3A46386758-46386759&genome=GRCh38/thumbnail=chromatin


rs114531395   2-46326157-G-C   

Intron variant

3,760/152286 (2.469%) gnomAD

21,963/829,610 (2.6474%) AllOfUs

common in Admixed American genetic group, European (non-Finnish) genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA46561404

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3341713

Active Enhancer chromatin in heart, lung, kidney cortex, endothelial cells, adrenal gland

https://regulomedb.org/regulome-search?regions=chr2%3A46326156-46326157&genome=GRCh38/thumbnail=chromatin




EGLN1 — heart, skeletal muscle, endothelial cells, adrenal gland

GeneCards Summary for EGLN1 Gene

EGLN1 (Egl-9 Family Hypoxia Inducible Factor 1) is a Protein Coding gene. Diseases associated with EGLN1 include Erythrocytosis, Familial, 3 and Hemoglobin, High Altitude Adaptation. Among its related pathways are Cellular responses to stimuli and Regulation of activated PAK-2p34 by proteasome mediated degradation. Gene Ontology (GO) annotations related to this gene include enzyme binding and iron ion binding. An important paralog of this gene is EGLN2.

NCBI Gene Summary for EGLN1 Gene 

The protein encoded by this gene catalyzes the post-translational formation of 4-hydroxyproline in hypoxia-inducible factor (HIF) alpha proteins. HIF is a transcriptional complex that plays a central role in mammalian oxygen homeostasis. This protein functions as a cellular oxygen sensor, and under normal oxygen concentration, modification by prolyl hydroxylation is a key regulatory event that targets HIF subunits for proteasomal destruction via the von Hippel-Lindau ubiquitylation complex. Mutations in this gene are associated with erythrocytosis familial type 3 (ECYT3). [provided by RefSeq, Nov 2009]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=EGLN1


rs143735382 1-231378575-C-T  

Intron variant

1,302/152218 (0.8554%) gnomAD

5,674/829,562 (0.684%) AllOfUs

common in African/African American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA10892661

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E1431365

Enhancer chromatin in skeletal muscle, adrenal gland

https://regulomedb.org/regulome-search?regions=chr1%3A231378574-231378575&genome=GRCh38/thumbnail=chromatin


 rs114424091  1-231385751-T-C  

Intron variant

1,481/152350  (0.9721%) gnomAD

6,395/829,620 (0.7708%) AllOfUs

common in African/African American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA38976544

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E1431374

Active Enhancer in heart, skeletal muscle

https://regulomedb.org/regulome-search?regions=chr1%3A231385750-231385751&genome=GRCh38/thumbnail=chromatin




NOS3 — aorta, coronary artery, endothelial cells, adrenal gland

GeneCards Summary for NOS3 Gene

NOS3 (Nitric Oxide Synthase 3) is a Protein Coding gene. Diseases associated with NOS3 include Stroke, Ischemic and Alzheimer Disease, Familial, 1. Among its related pathways are superpathway of L-citrulline metabolism and Activation of cAMP-Dependent PKA. Gene Ontology (GO) annotations related to this gene include oxidoreductase activity and iron ion binding. An important paralog of this gene is NOS1.

NCBI Gene Summary for NOS3 Gene 

Nitric oxide is a reactive free radical which acts as a biologic mediator in several processes, including neurotransmission and antimicrobial and antitumoral activities. Nitric oxide is synthesized from L-arginine by nitric oxide synthases. Variations in this gene are associated with susceptibility to coronary spasm. Alternative splicing and the use of alternative promoters results in multiple transcript variants. [provided by RefSeq, Oct 2016]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=NOS3


rs114840144  7-150989469-C-T  

2KB Upstream variant

2,900/152356 (1.903%)  gnomAD

14,113/829,648 (1.7011%) AllOfus

common in African/African-American genetic group, Middle Eastern genetic group, Admixed American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA169096775

Proximal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3808302

Enhancer chromatin in coronary artery, adrenal gland

https://regulomedb.org/regulome-search?regions=chr7%3A150989468-150989469&genome=GRCh38/thumbnail=chromatin





PPARA — heart, skeletal muscle, liver, adrenal gland

GeneCards Summary for PPARA Gene

PPARA (Peroxisome Proliferator Activated Receptor Alpha) is a Protein Coding gene. Diseases associated with PPARA include Liver Disease and Congenital Nonspherocytic Hemolytic Anemia. Among its related pathways are Transcriptional regulation of white adipocyte differentiation and Expression of BMAL (ARNTL), CLOCK, and NPAS2. Gene Ontology (GO) annotations related to this gene include DNA-binding transcription factor activity and signaling receptor activity. An important paralog of this gene is PPARD.

NCBI Gene Summary for PPARA Gene 

Peroxisome proliferators include hypolipidemic drugs, herbicides, leukotriene antagonists, and plasticizers; this term arises because they induce an increase in the size and number of peroxisomes. Peroxisomes are subcellular organelles found in plants and animals that contain enzymes for respiration and for cholesterol and lipid metabolism. The action of peroxisome proliferators is thought to be mediated via specific receptors, called PPARs, which belong to the steroid hormone receptor superfamily. PPARs affect the expression of target genes involved in cell proliferation, cell differentiation and in immune and inflammation responses. Three closely related subtypes (alpha, beta/delta, and gamma) have been identified. This gene encodes the subtype PPAR-alpha, which is a nuclear transcription factor. Multiple alternatively spliced transcript variants have been described for this gene, although the full-length nature of only two has been determined. [provided by RefSeq, Jul 2008]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=PPARA


rs115042329  22-46241770-A-T  

3 Prime Untranslated Region variant

1,559/152326   (1.023%) gnomAD

7,618/829,602  (0.9183%) AllOfUs

common in African-African American genetic group, Middle Eastern genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA325118373

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E4284726

Enhancer chromatin in coronary artery, liver, adrenal gland

https://regulomedb.org/regulome-search?regions=chr22%3A46241769-46241770&genome=GRCh38/thumbnail=chromatin




PPARD — skeletal muscle, heart, adipose, adrenal gland

GeneCards Summary for PPARD Gene

PPARD (Peroxisome Proliferator Activated Receptor Delta) is a Protein Coding gene. Diseases associated with PPARD include Congenital Nonspherocytic Hemolytic Anemia and Hematologic Cancer. Among its related pathways are Gene expression (Transcription) and Nuclear receptors. Gene Ontology (GO) annotations related to this gene include DNA-binding transcription factor activity and transcription coactivator activity. An important paralog of this gene is PPARA.

NCBI Gene Summary for PPARD Gene 

This gene encodes a member of the peroxisome proliferator-activated receptor (PPAR) family. The encoded protein is thought to function as an integrator of transcriptional repression and nuclear receptor signaling. It may inhibit the ligand-induced transcriptional activity of peroxisome proliferator activated receptors alpha and gamma, though evidence for this effect is inconsistent. Expression of this gene in colorectal cancer cells may be variable but is typically relatively low. Knockout studies in mice suggested a role for this protein in myelination of the corpus callosum, lipid metabolism, differentiation, and epidermal cell proliferation. Alternative splicing results in multiple transcript variants encoding distinct protein isoforms. [provided by RefSeq, Aug 2017]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=PPARD


rs149911426   6-35390324-C-A  

Intron variant

454/152336  (0.298%) gnomAD

1,879/829,648  (0.2265%) AllOfUs

common in African/African American genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA137287405

Distal Enhancer

https://screen.wenglab.org/GRCh38/ccre/EH38E3703794

Enhancer chromatin in heart, skeletal muscle

https://regulomedb.org/regulome-search?regions=chr6%3A35390323-35390324&genome=GRCh38/thumbnail=chromatin




SLC16A1 — oxidative skeletal muscle, heart

GeneCards Summary for SLC16A1 Gene

SLC16A1 (Solute Carrier Family 16 Member 1) is a Protein Coding gene. Diseases associated with SLC16A1 include Erythrocyte Lactate Transporter Defect and Hyperinsulinemic Hypoglycemia, Familial, 7. Among its related pathways are Transport of inorganic cations/anions and amino acids/oligopeptides and Blood-Brain Barrier and Immune Cell Transmigration: Overview. Gene Ontology (GO) annotations related to this gene include protein homodimerization activity and monocarboxylic acid transmembrane transporter activity. An important paralog of this gene is SLC16A7.

NCBI Gene Summary for SLC16A1 Gene 

The protein encoded by this gene is a proton-linked monocarboxylate transporter that catalyzes the movement of many monocarboxylates, such as lactate and pyruvate, across the plasma membrane. Mutations in this gene are associated with erythrocyte lactate transporter defect. Alternatively spliced transcript variants have been found for this gene.[provided by RefSeq, Oct 2009]

https://www.genecards.org/cgi-bin/carddisp.pl?gene=SLC16A1


rs73000320  1-112956698-C-A  

2KB Upstream variant

7,090/397930  (1.782% gnomAD

17,929/829,570  (2.1612%) AllOfUs

common in African/African American genetic group, Admixed American genetic group, European (non-Finnish) genetic group, Middle Eastern genetic group

https://reg.clinicalgenome.org/redmine/projects/registry/genboree_registry/by_canonicalid?canonicalid=CA29395462

Promoter

https://screen.wenglab.org/GRCh38/ccre/EH38E1377384

Active TSS chromatin in oxidative skeletal muscle, heart

Flanking TSS upstream chromatin in heart

https://regulomedb.org/regulome-search?regions=chr1%3A112956697-112956698&genome=GRCh38/thumbnail=chromatin











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