Codeage · The Architecture · The Literature
The Body of Research the Architecture Consults

The Literature.

The third page in the canon, alongside The Standard and The Restraint. The body of research the work consults — the fields the literature has organized itself around, and the journals where the understanding is held.

Codeage ✦ The Architecture ✦ Reference · Bibliography · The Field

I · Why this page exists

A house that uses the
language of architecture and discipline
must be specific.

The Standard describes how the work is done. The Restraint describes the directions the work leans toward and away from. This page describes what the work consults — the body of research the field of human longevity has come to write its understanding into, and the journals where that understanding is held.

The literature is not the only input to the work. The formulation team's view of an ingredient's role, the long-term track record of a compound, the position an ingredient holds within a formula, and the formula's overall aim all enter the consideration. But the literature is the input that allows the standard and the restraint to be more than internal posture. It is what the discipline reads.

The standard is how the work is done.
The restraint is the direction the work tends in.
The literature is what the work consults.

The work consults a literature.
The literature is what the field
has agreed to call its own
.

II · The Fields

The areas of research
the architecture engages.

Eight fields the contemporary literature on human longevity has organized itself around. For each: what the field examines, the anchor journals where the understanding is held, and the place in the architecture the field corresponds to.

01

The Hallmarks of Aging

The molecular categories the field has come to organize aging biology around. A set of interconnected processes — from cellular signaling changes to mitochondrial dynamics to loss of proteostasis — that the contemporary literature uses as a shared vocabulary across studies.

Anchor journalsCell · Nature Aging · Cell Metabolism · Nature Reviews Within the architectureThe Hallmarks of Aging
02

NAD+ metabolism

The biology of nicotinamide adenine dinucleotide, its precursors, and the cellular processes that consume and regenerate it. The field examines patterns of NAD+ availability across tissues and across the lifespan, and the molecular signaling that depends on it.

Anchor journalsCell Metabolism · Science · Nature Aging · Trends in Cell Biology Within the architectureCellular Longevity (Pillar 03)
03

Cellular senescence

The study of cells that have ceased dividing but remain metabolically active. The literature examines what these cells secrete, how they accumulate, and the patterns of accumulation that have been observed across age and tissue.

Anchor journalsNature · Nature Aging · Trends in Cell Biology · Annual Review of Physiology Within the architectureThe Hallmarks of Aging
04

Mitochondrial biology

The study of cellular energy production, the organelles that conduct it, and the patterns of change observed in those organelles across the lifespan. A field whose findings extend across cellular signaling, metabolism, and structural cell biology.

Anchor journalsCell · Cell Metabolism · Molecular Cell · Nature Aging Within the architectureCellular Longevity (Pillar 03)
05

Cellular signaling pathways

The molecular regulators — including the sirtuin family, mTOR, and AMPK — that the literature examines as central nodes in how cells respond to nutrients, energy availability, and stress. A category of research with extensive cross-references across the wider aging biology field.

Anchor journalsCell · Cell Metabolism · Nature Reviews Molecular Cell Biology Within the architectureCellular Longevity (Pillar 03) · Systemic Balance (Pillar 04)
06

Connective tissue biology

The study of collagen, elastin, and the structural proteins that compose the body's physical scaffolding. The literature examines synthesis, turnover, and the patterns of both across age — across skin, joints, and the wider extracellular matrix.

Anchor journalsMatrix Biology · Journal of Cell Science · Journal of Investigative Dermatology Within the architectureStructural Integrity (Pillar 02)
07

The microbiome and gut–brain axis

The microbial communities of the gut, the metabolites they produce, and the lines of communication between them and other systems — including the central nervous system. A field whose contemporary literature extends from microbiology into neuroscience and immunology.

Anchor journalsCell Host & Microbe · Nature · Physiological Reviews Within the architectureSystemic Balance (Pillar 04)
08

Sleep and circadian biology

The regulatory rhythms of the body — when sleep occurs, what happens during it, and how the rhythms organize themselves across the twenty-four-hour cycle. The literature examines sleep architecture, circadian timing, and the relationships of both to wider systems.

Anchor journalsScience · Neuron · PNAS · Sleep Within the architectureThe Foundations · Sleep

III · Selected References

Anchor papers
the architecture consults.

A selection of foundational reviews and synthesis papers across the fields above. Listed here as bibliographic reference, not as endorsement. The Codeage formulations are not the subject of these papers. The papers describe the wider scientific field the work reads.

01
López-Otín, C., et al. The Hallmarks of Aging. Cell 153(6), 1194–1217 (2013). The foundational synthesis organizing aging biology into a set of interconnected molecular categories — a shared vocabulary the wider field has continued to build upon.
02
López-Otín, C., et al. Hallmarks of Aging: An expanding universe. Cell 186(2), 243–278 (2023). The decadal update — expanded categories and the accumulated understanding the field has gathered over ten years.
03
Cantó, C., Menzies, K. J., Auwerx, J. NAD+ Metabolism and the Control of Energy Homeostasis. Cell Metabolism 22(1), 31–53 (2015). A review of NAD+ biology and its position in the cellular regulation of energy.
04
Verdin, E. NAD+ in aging, metabolism, and neurodegeneration. Science 350(6265), 1208–1213 (2015). An examination of NAD+ availability patterns across tissues and across age.
05
Imai, S., Guarente, L. NAD+ and sirtuins in aging and disease. Trends in Cell Biology 24(8), 464–471 (2014). The molecular relationship between NAD+ levels and sirtuin-family signaling proteins.
06
van Deursen, J. M. The role of senescent cells in ageing. Nature 509(7501), 439–446 (2014). The accumulation of senescent cells and their secretory contributions across age.
07
Hernandez-Segura, A., Nehme, J., Demaria, M. Hallmarks of Cellular Senescence. Trends in Cell Biology 28(6), 436–453 (2018). A description of the cellular and molecular features the field has come to recognize in senescent cells.
08
Sun, N., Youle, R. J., Finkel, T. The Mitochondrial Basis of Aging. Molecular Cell 61(5), 654–666 (2016). An overview of mitochondrial biology and the patterns of change observed in mitochondrial function across age.
09
Houtkooper, R. H., Pirinen, E., Auwerx, J. Sirtuins as regulators of metabolism and healthspan. Nature Reviews Molecular Cell Biology 13(4), 225–238 (2012). The sirtuin family of NAD+-dependent signaling proteins and their roles in cellular regulation.
10
Saxton, R. A., Sabatini, D. M. mTOR Signaling in Growth, Metabolism, and Disease. Cell 168(6), 960–976 (2017). The mechanistic target of rapamycin pathway and its role in cellular and systemic regulation.
11
Hardie, D. G. AMPK—Sensing energy while talking to other signaling pathways. Cell Metabolism 20(6), 939–952 (2014). AMP-activated protein kinase as a cellular energy sensor and signaling node.
12
Blackburn, E. H., Epel, E. S., Lin, J. Human telomere biology: A contributory and interactive factor in aging, disease risks, and protection. Science 350(6265), 1193–1198 (2015). Telomere biology and the patterns observed in telomere maintenance across the lifespan.
13
Horvath, S., Raj, K. DNA methylation-based biomarkers and the epigenetic clock theory of ageing. Nature Reviews Genetics 19(6), 371–384 (2018). Epigenetic age estimators and the biological information encoded in DNA methylation patterns.
14
Aman, Y., et al. Autophagy in healthy aging and disease. Nature Aging 1(8), 634–650 (2021). The cellular process of self-renewal through controlled component recycling.
15
Sorushanova, A., et al. The Collagen Suprafamily: from Biosynthesis to Advanced Biomaterial Development. Advanced Materials 31(1), 1801651 (2019). The biology of the collagen family across its forms, functions, and structural roles.
16
Frantz, C., Stewart, K. M., Weaver, V. M. The extracellular matrix at a glance. Journal of Cell Science 123(24), 4195–4200 (2010). The structural matrix outside cells and its biological functions across tissues.
17
Cryan, J. F., et al. The Microbiota-Gut-Brain Axis. Physiological Reviews 99(4), 1877–2013 (2019). The bidirectional communication between gut microbiota and the central nervous system.
18
Lynch, S. V., Pedersen, O. The Human Intestinal Microbiome in Health and Disease. New England Journal of Medicine 375(24), 2369–2379 (2016). A clinical-scientific overview of the gut microbiome and its associations across the body.
19
Mander, B. A., Winer, J. R., Walker, M. P. Sleep and Human Aging. Neuron 94(1), 19–36 (2017). Patterns of sleep architecture across age and their relationships to cognitive and metabolic systems.
20
Panda, S. Circadian physiology of metabolism. Science 354(6315), 1008–1015 (2016). The twenty-four-hour rhythms governing metabolic processes across the body.
21
Ferrucci, L., et al. Measuring biological aging in humans: A quest. Aging Cell 19(2), 13080 (2020). A survey of the methods the field uses to estimate biological as distinct from chronological age.
22
Partridge, L., Deelen, J., Slagboom, P. E. Facing up to the global challenges of ageing. Nature 561(7721), 45–56 (2018). A wider perspective on the contemporary state of aging research and its position within global health science.

References listed in the bibliographic register of the field.
The papers describe the wider scientific literature, not the Codeage formulations.

IV · The Body of Work

The catalog itself
is part of the record.

The work behind the architecture is not theoretical. It has been continuous, cumulative, and accumulating since the founding of the house.

The Catalog 300+

Formulations across the four pillars of The Longevity Code — produced under a single written standard, refined as the field has refined itself.

The Duration 9+

Years of continuous formulation, from 2017 to the present — the kind of duration a house accumulates only through years of disciplined production.

The Architecture 4

Pillars: Daily Foundation, Structural Integrity, Cellular Longevity, Systemic Balance — each mapped to a distinct dimension of how the body sustains itself across time.

The catalog is the evidence the literature, the standard, and the restraint together produced. The standard is what made it coherent. The architecture is what allowed it to grow.

V · What Gets Considered

The literature is one input.
Consideration is not always change.

An emerging paper. A discussion within the formulation committee about a new compound. An accumulating body of evidence on a long-standing one. A question about whether a current dose still reflects the field's understanding. These are some of the inputs the work considers. They are not the only ones.

i
Inputs received

The work draws from multiple sources.

A new review in the literature. A discussion about an emerging ingredient. The formulation team's accumulated view of an ingredient's role. The long-term track record of a compound across the catalog. The position of a compound within an existing formula. The overall direction of the formula it sits in. The literature is among these inputs. It is not the only one.

ii
Consideration

The inputs are weighed against the standard.

A consideration is not a verdict. It is a structured weighing — what the contemporary field appears to indicate, what the long-term track record shows, what the formula's role in the catalog asks for, and what the formulation team has come to believe about the compound's role in the broader work. Each consideration is documented and dated.

iii
Decision

Sometimes change. Sometimes patience. Sometimes nothing.

A consideration may lead to a revision of a formula. It may lead to a decision to wait. It may lead to a decision to keep doing what the work has been doing. Consideration is not always change — and a record of consideration is, in itself, part of the discipline. The next consideration knows what the last one concluded.

The literature is one input. The formulation team's view, the long-term track record of a compound, and the role of an ingredient within a formula are others. The standard considers all of them. The restraint records the directions the consideration tends in. And consideration is not always change.
The Architecture · The Canon

The Standard.
The Restraint.
The Literature.

Three pages.
One canon.