galactose
Enable an AI agent to recognise galactose, assess the identity and condition of a galactose-bearing material, and determine whether it is suitable for a specified analytical, chemical or biological use.
Research draft, second pass
A second pass drafted this model: the structure a model of this thing needs, and what is known about it in the world. The line under this one says how the second half was obtained - researched against sources, or recalled without web access, in which case nothing here was read anywhere and every claim is a lead to verify. Unreviewed either way.
Researched by: Codex + Grok
Purpose and description
Enable an AI agent to recognise galactose, assess the identity and condition of a galactose-bearing material, and determine whether it is suitable for a specified analytical, chemical or biological use.
Galactose is a six-carbon aldose (C6H12O6) that occurs mainly as the C4 epimer of D-glucose; in biology it is the D-enantiomer, typically encountered as the β-D-galactopyranose residue of lactose and of galactolipids and glycoproteins, and metabolised by the Leloir pathway to UDP-glucose.
It can be Match a material to galactose while preserving unresolved stereochemistry.; Select and interpret an assay that distinguishes galactose from accompanying sugars.; Calculate a preparation or dilution from verified galactose content and water basis.; Compare free galactose before and after a documented hydrolysis process.; Accept, hold or reject a galactose lot against requirements for a named use.; Link consumption or conversion of galactose to a separate reaction or biological-process model..
Distinguishing features
Require a structural assignment or validated comparison that distinguishes galactose from glucose and other hexose isomers; molecular formula alone is insufficient.
Require evidence for D or L configuration when the intended use depends on stereochemistry; an unqualified galactose label does not establish D-galactose.
Check the specificity of identifiers: CHEBI:28061 denotes alpha-D-galactose, specifically an alpha-configured D-galactopyranose, and must not silently identify every galactose form. [ChEBI](https://www.ebi.ac.uk/chebi/CHEBI:28061)
Distinguish free galactose from intact lactose using an assay that resolves them and records whether hydrolysis occurred; lactase breaks lactose into glucose and galactose. [NCBI Bookshelf](https://www.ncbi.nlm.nih.gov/books/NBK22210/)
Require separation or structural evidence distinguishing galactose from galactitol and phosphorylated or otherwise substituted galactose derivatives.
Scope
+ Galactose identity with explicit D, L, mixed or unresolved configuration
+ Anomeric and ring forms, including changes after dissolution
+ Free galactose quantity and its distinction from galactose released during analysis
+ Galactose sample composition, impurities and condition
+ Evidence needed to select galactose for a specified use
- Lactose and other intact galactose-containing carbohydrates as independently identified substances
- Glycoprotein and glycolipid structures containing galactosyl residues
- Galactose derivatives and metabolites such as galactose-1-phosphate and UDP-galactose
- Whole-organism metabolism, enzyme function and transport systems
- Galactosemia diagnosis, treatment and individual dietary prescriptions
Characteristics
- Stereochemical assignment
- D; L; quantified mixture; unresolved Determines whether identity evidence and use assumptions apply to the actual material.
- Anomeric and ring composition
- Alpha/beta and pyranose/furanose/open-chain assignments or fractions; unresolved; with observation conditions Connects the observed form to preparation history and form-sensitive measurements.
- Free galactose content
- mol/L, g/L, mg/kg or mass fraction, with matrix, basis and uncertainty Supports comparison, dilution and material accounting without confusing concentration with purity.
- Hydrolysis-released galactose
- mg/kg or mol/kg under a named hydrolysis protocol, with recovery and baseline correction Separates an operationally measured released amount from galactose originally present as a free sugar.
- Related-sugar impurity profile
- Individual mass fractions or concentrations for resolved sugars; detection limits for non-detections Exposes interference and determines whether a sample can serve as a galactose reagent or reference.
- Physical presentation
- Solid; dissolved; partially dissolved; other observed state; solvent and temperature Determines sampling and preparation requirements.
- Water content
- Mass percent with method and measurement date Supports correct conversion between weighed material and galactose amount.
- Identity and assay evidence
- Links to reference standards, analytical records and lot-specific certificates Distinguishes a supplier label from independently supported identity and content.
- Use-specific disposition
- Suitable; unsuitable; pending evidence, for a named use and acceptance specification Prevents analytical purity or natural occurrence from becoming an unsupported claim of universal suitability.
Also called
Where this came from
wikidata · CC0 1.0
Drafted structure
Bundle to layer to finding to question, as the second pass will find it: 6 bundles · 11 layers · 18 findings · 28 questions.
Galactose identity Establish what chemical identity a galactose claim actually supports.
Sugar names and shared molecular formulas do not establish the stereochemical identity required for recognition.
Hexose discrimination
Separate galactose identification from generic sugar detection.
Identity evidence
Record which observations distinguish galactose from plausible accompanying or substituted sugars.
- Which reference-supported structural or analytical evidence identifies this material as galactose? definition
- Does the method resolve glucose and other plausible hexose interferents in this matrix? measurement
Stereochemical specificity
Preserve configuration and identifier specificity without creating new registry entries.
Configuration assignment
Record D/L assignment separately from alpha/beta assignment and retain uncertainty where evidence is absent.
- What evidence establishes D, L or mixed galactose rather than leaving configuration unresolved? provenance
- Does each linked identifier describe galactose generally or a particular configuration and ring form? boundary
Galactose form and preparation Describe the physical and molecular forms relevant to sampling and preparation.
A solid-form label alone cannot establish the composition or measurement behaviour of a prepared solution.
Solid and solution state
Record the presentation from which galactose is sampled or dispensed.
Preparation basis
Connect weighed or dispensed material to its actual galactose content.
- Is the material solid, fully dissolved or partially dissolved, and in which solvent at what temperature? measurement
- What assay and water-content corrections are needed to prepare the requested galactose concentration? action
Anomeric state
Record form-sensitive observations with the conditions under which they were made.
Form observation conditions
Keep anomeric or ring assignments tied to solvent, temperature and elapsed time after preparation.
- Which anomeric and ring forms were measured, by what method and how long after dissolution? measurement
- Must the preparation reach a documented stable form distribution before the intended measurement or reaction? action
Free and released galactose Define what a reported galactose amount counts.
Free sugar, intact galactosyl-containing compounds and galactose released during preparation must not become interchangeable quantities.
Analyte boundary
Distinguish galactose present before treatment from galactose generated by treatment.
Free versus released basis
Record whether the result concerns native free galactose or a protocol-defined released amount.
- Does this result measure free galactose before hydrolysis, galactose after hydrolysis or the corrected difference? definition
- Which intact parent compounds are linked as possible contributors without being identified as free galactose? boundary
Quantitative validity
Establish whether galactose amounts are comparable and fit for decisions.
Matrix and recovery
Record calibration, recovery and reporting basis for the actual sample matrix.
- What galactose value, units, wet or dry basis, uncertainty and quantification limit are reported? measurement
- What controls establish recovery and exclude sugar interference or preparation-induced loss in this matrix? measurement
Galactose lot integrity Assess whether a particular material still supports its declared galactose content and intended function.
Chemical identity alone does not establish usable purity, reliable concentration or condition after storage.
Sugar composition
Characterise galactose alongside chemically relevant accompanying substances.
Purity and co-components
Distinguish galactose assay from other sugars, water and impurities relevant to the intended use.
- What measured fractions of galactose, other sugars and water support the declared purity? measurement
- Which lot-specific certificate or analytical record supports those values and their reporting basis? provenance
Condition over time
Connect handling history to evidence of continuing suitability.
Retest triggers
Record storage or preparation events that make the previous galactose assay insufficient.
- What evidence shows whether storage, heating or solution handling changed galactose content or impurity composition? measurement
- Which documented condition or elapsed interval requires reassay before this galactose preparation is used? action
Galactose use and conversion Connect verified galactose properties to a concrete use or transformation.
Acceptability depends on configuration, composition and receiving context rather than the galactose name alone.
Use qualification
Assess galactose against requirements supplied by the receiving activity.
Application fit
Record the requirements for use as a reference, reagent, ingredient or biological substrate.
- What configuration, assay, impurity and preparation requirements does the named use impose? boundary
- Does the available evidence support using this material, or must it be held for further measurement? action
Transformation boundary
Track galactose entering or leaving a process without taking ownership of that process.
Galactose input and output
Link galactose quantities and resulting substances to a separately modelled reaction or biological system.
- Which linked process consumes or releases galactose, and what measured change establishes that relationship? measurement
- At what transformation does the tracked material require identification as a neighbouring compound rather than galactose? boundary
Evidence and external alignment What the world already says about this thing, gathered so the model can be checked against it.
A model that cannot be lined up against existing standards, identifiers and practice cannot be adopted by anyone who already uses them.
Reported evidence
Findings from the breadth pass, kept separate from the structural claims.
Kinds and varieties
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- D-galactose (the biologically prevalent enantiomer; C4-epimer of D-glucose)
- L-galactose (the rare enantiomer; occurs in some plant and algal polysaccharides)
- α-D-galactopyranose and β-D-galactopyranose (anomeric ring forms in solution and in glycosides)
- open-chain (aldehyde) D-galactose, in equilibrium with the cyclic forms
- galactose 1-phosphate and UDP-galactose (Leloir-pathway intermediates)
- N-acetyl-D-galactosamine (GalNAc; a common glycosylation residue, distinct from free galactose)
- galactitol (dulcitol; the reduction product accumulated in galactosemia)
- Which of these kinds and varieties hold for the sense of galactose this model covers, and on what evidence? provenance
Identifiers and schemes
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Wikidata - Q399553 (galactose); Q123280 (D-galactose) - Parent vs D-enantiomer items; confirm before linking a registry row.
- CAS Registry Number - 59-23-4 (D-galactose); 26566-61-0 (unspecified/DL galactose); 15572-79-9 (L-galactose) - Use the enantiomer-specific CAS for chemical identity; 59-23-4 is the usual biochemical reagent.
- PubChem CID - 6036 (D-galactose) - NCBI PubChem compound record.
- ChEBI - CHEBI:28061 (D-galactose); CHEBI:28260 (galactose)
- InChIKey - GZCGUPFRVQAUEE-KCDKBNATSA-N (open-chain D-galactose); the pyranose anomers have distinct keys
- IUPAC name - (2R,3S,4S,5R)-2,3,4,5,6-pentahydroxyhexanal (open-chain D-galactose)
- EC number (enzyme, not the sugar) - EC 2.7.1.6 (galactokinase); EC 2.7.7.12 (UDP-glucose - hexose-1-phosphate uridylyltransferase, GALT); EC 5.1.3.2 (UDP-glucose 4-epimerase, GALE) - Leloir-pathway enzymes that define metabolic identity of galactose, not identifiers of the molecule itself.
- HS / customs - 2940.00 (sugars, chemically pure, other than sucrose, lactose, maltose, glucose and fructose - check chapter notes) or 1702 as other sugars, depending on purity and intended use - Classification is product-form dependent; do not treat a single HS code as canonical.
- Which of these identifiers and schemes hold for the sense of galactose this model covers, and on what evidence? provenance
Standards and regulation
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- IUPAC Nomenclature of Carbohydrates (Recommendations 1996) / IUPAC Gold Book - configurational (D/L) and ring (pyranose/furanose, α/β) naming of galactose.
- Codex Alimentarius CXS 212-1999 (Standard for Sugars) and Codex dairy standards - galactose as a constituent of lactose and as a food sugar; labelling of lactose-containing foods.
- EU Regulation (EU) No 1169/2011 on food information to consumers - lactose as an allergen/intolerance substance; galactose itself is not a listed allergen but is the relevant residue in lactose.
- FDA 21 CFR (food additive / GRAS and nutrition labelling) - D-galactose used as a nutrient and in infant-formula carbohydrate declarations; lactose labelling.
- CLSI / AACC clinical laboratory methods and national newborn-screening programmes (e.g. US Recommended Uniform Screening Panel) - blood-spot total galactose and GALT enzyme assay for galactosemia.
- WHO / ICD coding of galactosemia (classic galactosemia, GALT deficiency) as a treatable inborn error requiring dietary galactose restriction.
- Which of these standards and regulation hold for the sense of galactose this model covers, and on what evidence? provenance
Real-world use
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Dietary: released by intestinal lactase from milk lactose (glucose + galactose); present in dairy, some fermented products, and as free sugar in small amounts in legumes and some fruits.
- Metabolism: converted in liver and other tissues via the Leloir pathway (GALK → GALT → GALE) to UDP-glucose for glycogen and glycoprotein synthesis.
- Glycobiology: β-D-galactopyranosyl residues in glycolipids (e.g. galactocerebroside of myelin), N- and O-glycans, and the ABO/Lewis blood-group oligosaccharides.
- Clinical: substrate of newborn screening and of the galactose elimination-capacity (GEC) liver-function test; restricted in galactosemia diets (and secondarily limited in severe lactose intolerance).
- Industrial / reagent: D-galactose as a biochemical reagent, cell-culture carbon source (e.g. yeast GAL promoters), and precursor for galactitol, mucic acid, and some pharma intermediates.
- Materials: monomer of agarose/agar (with 3,6-anhydro-L-galactose) and of plant galactans and pectins (galacturonic acid is the oxidized analogue).
- Which of these real-world use hold for the sense of galactose this model covers, and on what evidence? provenance
Typical measurements
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- molecular formula / molar mass - C6H12O6; 180.16 - g·mol⁻¹
- specific optical rotation [α]D (D-galactose, equilibrium in water) - approximately +80 (mutarotation from α ~+150 toward the equilibrium mixture) - degrees (c in water, sodium D line)
- melting point (anhydrous D-galactose) - about 165-170 (anomer- and hydrate-dependent) - °C
- aqueous solubility (20-25 °C) - high; on the order of 600-700 g per litre (very soluble) - g·L⁻¹
- blood / plasma free galactose (healthy fasting adult) - typically <0.2-0.5 (often reported as <1) - mmol·L⁻¹ (or mg·dL⁻¹; 1 mmol·L⁻¹ ≈ 18 mg·dL⁻¹)
- newborn-screen total galactose (dried blood spot cutoff, programme-specific) - action cutoffs commonly around 1-2 mmol·L⁻¹ equivalent, with GALT enzyme as the companion test - mmol·L⁻¹ (whole-blood equivalent)
- erythrocyte galactose-1-phosphate (classic galactosemia on diet) - treatment target often <3-4; untreated neonates much higher - mg·dL⁻¹ packed red cells (lab-method dependent)
- Which of these typical measurements hold for the sense of galactose this model covers, and on what evidence? provenance
Failure modes and hazards
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Classic galactosemia (biallelic GALT deficiency): neonatal liver failure, E. coli sepsis, cataract from galactitol in the lens, ovarian failure and long-term neurocognitive impairment even on diet.
- Galactokinase (GALK) deficiency: mainly cataracts from galactitol; Duarte and other hypomorphic GALT variants cause milder biochemical elevations.
- UDP-galactose 4-epimerase (GALE) deficiency: spectrum from benign red-cell enzyme loss to severe, multi-organ disease.
- Dietary lactose/galactose in an undiagnosed neonate: acute hepatic and renal toxicity; milk feeding is the usual precipitant.
- Analytical confusion of total reducing sugars or of glucose assays that cross-react, leading to missed or false-positive galactosemia screens.
- Iatrogenic: galactose load in the GEC liver test is contraindicated or hazardous in galactosemia; high-dose galactose is not a general toxin in galactosemia-unaffected people at food levels.
- Occupational/chemical: crystalline sugar dust is a combustible-dust and housekeeping hazard in bulk handling, not a specific toxicology of galactose.
- Which of these failure modes and hazards hold for the sense of galactose this model covers, and on what evidence? provenance
Regional variation
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- Newborn-screening panels and cutoffs for total galactose / GALT activity differ by country and even by US state; some programmes screen GALT enzyme only.
- Dietary galactose restriction practice (strict lactose-free vs measured liberalisation after infancy) varies among metabolic clinics in Europe, North America, and Japan.
- Food naming: 'galactose' as a listed ingredient is uncommon; it is usually implicit in lactose, hydrolysed lactose ('glucose-galactose syrup'), or 'milk sugar'. Some jurisdictions require lactose declaration above a threshold; others do not list free galactose.
- Plant vs dairy sources: in East Asian diets with low dairy intake, dietary galactose is dominated by legumes, fermented soy, and plant galactans rather than milk lactose.
- Which of these regional variation hold for the sense of galactose this model covers, and on what evidence? provenance
Neighbouring kinds and how to tell them apart
Reported by the breadth pass; each item needs checking against its source before it becomes normative.
- D-glucose - C4 epimers (glucose has C4-OH equatorial in the ⁴C₁ pyranose; galactose has C4-OH axial). Separate by specific optical rotation, HPLC/HPAEC retention, enzymatic assays (galactose oxidase or galactose dehydrogenase vs glucose oxidase/hexokinase), and NMR of H4.
- lactose (4-O-β-D-galactopyranosyl-D-glucose) - Disaccharide that yields galactose + glucose on hydrolysis (lactase or acid). TLC/HPLC of intact lactose vs monosaccharides; lactase digestion followed by galactose-specific assay.
- D-fructose - Ketose vs aldose; Seliwanoff test, enzymatic fructose assay, and distinct HPLC retention. Not an epimer of galactose.
- D-mannose - C2 epimer of glucose, not of galactose. Chromatographic and enzymatic distinction (mannose isomerase / hexokinase specificity); NMR of H2.
- galacturonic acid - C6-oxidized analogue (pectin monomer). Acidic on ion-exchange; distinct CAS/ChEBI; does not substitute for galactose in Leloir metabolism.
- N-acetyl-D-galactosamine (GalNAc) - 2-acetamido-2-deoxy derivative common in mucins and blood-group A. Hexosamine-specific assays and mass (m/z) separate it from hexose galactose.
- galactitol (dulcitol) - Sugar alcohol from aldose reductase acting on galactose; no reducing aldehyde. Polyol chromatography (GC of acetates) and absence of reducing-sugar tests.
- Which of these neighbouring kinds and how to tell them apart hold for the sense of galactose this model covers, and on what evidence? provenance
Sources
- D-Galactose (CID 6036) - Molecular formula, identifiers (CAS, InChI, IUPAC name), physical properties, and the D-enantiomer as the common commercial/biological form.
- galactose (2-Carb-33.1 / carbohydrate nomenclature) - IUPAC definition of galactose as the C4 epimer of glucose and the D/L configurational convention.
- Galactosemia (classic, GALT deficiency) - clinical synopsis - Inborn-error pathology, Leloir pathway enzymes (GALT, GALK, GALE), dietary restriction, and newborn-screening practice.
- Codex Standard for Sugars (CXS 212-1999) and related dairy lactose provisions - Food-standard identity of galactose as a constituent of lactose and as a permitted sugar; labelling context for lactose-derived sugars.
What the second pass must settle
- Does the registry intend unqualified galactose to cover both D and L configurations, or should its definition explicitly privilege D-galactose while retaining form distinctions?
- Which existing Vercy model, if any, already owns this concept and should supply the single publication for vr.tr.galactose?
- Which analytical methods and reference materials adequately distinguish galactose from the likely interferents in each intended matrix?
- Which preparation and storage conditions require form equilibration, reassay or rejection for the intended applications?
- Which hydrolysis protocols and reporting conventions should govern released-galactose measurements without implying complete recovery from every parent compound?