Proteins / LDHA

Known controlP00338 · Homo sapiens (Human) · 332 aa

LDHA

L-lactate dehydrogenase A chain

AI prediction, not experimentally verified. The function, GO terms and reasoning are generated by a model (BioReason-Pro). Treat them as a hypothesis to test, not as a fact.

Predicted 3D structure

AlphaFold model.

In plain language

LDHA is a well-known protein (enzyme (oxidoreductase, EC 1)). What biology already knows: Interconverts simultaneously and stereospecifically pyruvate and lactate with concomitant interconversion of NADH and NAD(+) We use it to check whether the model gets it right.

Model check · known control
100%of 11 items match known biology
11 correct0 missed0 speculative
Known biology vs AI prediction ↓
Sequence · 332 aa · coloured by model confidence
1MATLKDQLIY11NLLKEEQTPQ21NKITVVGVGA31VGMACAISIL41MKDLADELAL51VDVIEDKLKG61EMMDLQHGSL71FLRTPKIVSG81KDYNVTANSK91LVIITAGARQ101QEGESRLNLV111QRNVNIFKFI121IPNVVKYSPN131CKLLIVSNPV141DILTYVAWKI151SGFPKNRVIG161SGCNLDSARF171RYLMGERLGV181HPLSCHGWVL191GEHGDSSVPV201WSGMNVAGVS211LKTLHPDLGT221DKDKEQWKEV231HKQVVESAYE241VIKLKGYTSW251AIGLSVADLA261ESIMKNLRRV271HPVSTMIKGL281YGIKDDVFLS291VPCILGQNGI301SDLVKVTLTS311EEEARLKKSA321DTLWGIQKEL331QF

Protein domains

Known building blocks found by InterPro, placed along the 332 amino acids of the chain. Hover or tap a block for details.

150100150200250300332

Compared with known biology

LDHA is well studied, so we use it to check the model. See the full control set →

100%correct11 correct · 0 missed · 0 speculative
Molecular function
3
3 items
Biological process
3
3 items
Cellular component
5
5 items
CorrectMissedSpeculative

Known biology

  • L-lactate dehydrogenase (NAD+) activity · GO:0004459Correct
  • identical protein binding · GO:0042802Correct
  • cadherin binding · GO:0045296Correct
  • lactate metabolic process · GO:0006089Correct
  • glycolytic process · GO:0006096Correct
  • substantia nigra development · GO:0021762Correct
  • cytosol · GO:0005829Correct
  • membrane · GO:0016020Correct
  • extracellular exosome · GO:0070062Correct
  • oxidoreductase complex · GO:1990204Correct
  • nucleus · GO:0005634Correct

Source: UniProt P00338, GO annotations (all evidence for "correct"; experimental evidence for "missed", max 2 per aspect shown)

AI prediction

  • GO:0004457 lactate dehydrogenase activityCorrect
  • GO:0042802 identical protein bindingCorrect
  • GO:0045296 cadherin bindingCorrect
  • GO:0006089 lactate metabolic processCorrect
  • GO:0006090 pyruvate metabolic processCorrect
  • GO:0021762 substantia nigra developmentCorrect
  • GO:0005829 cytosolCorrect
  • GO:0016020 membraneCorrect
  • GO:0070062 extracellular exosomeCorrect
  • GO:1990204 oxidoreductase complexCorrect
  • GO:0005634 nucleusCorrect

BioReason-Pro

Predicted function

Model summary

A soluble human oxidoreductase that assembles into homomeric complexes to catalyze the reversible interconversion of pyruvate and L-lactate using NAD+/NADH. Its N-terminal nucleotide-binding lobe and C-terminal catalytic lobe coordinate hydride transfer, sustaining lactate and pyruvate flux that underpins cellular energy balance and signaling. Predominantly cytosolic, it can associate with membrane-proximal adhesion assemblies and be packaged into extracellular vesicles, linking metabolic control to adhesion and neural circuit development, including pathways that support substantia nigra maturation.

Predicted Gene Ontology terms

Molecular function

What it does chemically

Biological process

Which larger process it takes part in

Cellular component

Where in the cell it sits

Model reasoning

How the model got to its answer

  1. 01

    I begin with the InterPro architecture.

    The N-terminus (residues 2–160) is covered by IPR036291 (NAD(P)-binding domain superfamily), and within it sits IPR001236 (Lactate/malate dehydrogenase, N-terminal domain, residues 22–160). This N-terminal Rossmann-like fold creates the canonical glycine-rich nucleotide-binding cradle that positions NAD(H) for hydride transfer. The C-terminal half is defined by IPR015955 (Lactate dehydrogenase/glycoside hydrolase family 4, C-terminal homologous superfamily, residues 161–330) and IPR022383 (Lactate/malate dehydrogenase, C-terminal domain, residues 164–324). This C-terminal domain completes the substrate pocket and contributes oligomerization surfaces typical of LDH/MalDH tetramers. The entire polypeptide is classified by IPR001557 (L-lactate/malate dehydrogenase family, residues 20–329) and IPR011304 (L-lactate dehydrogenase family, residues 20–331), which together specify the enzyme class and stereospecific L-lactate chemistry. Critically, IPR018177 marks the catalytic center (L-lactate dehydrogenase active site, residues 190–196), pinpointing the general acid/base and proton relay that couples substrate turnover to NAD+/NADH interconversion.

  2. 02

    This two-lobed LDH scaffold dictates molecular function.

    The N-terminal Rossmann fold binds NAD+, and the C-terminal domain shapes the lactate/pyruvate pocket; together they cause reversible hydride transfer between NAD(H) and the C2 hydroxyl of lactate. This directly establishes GO:0004457 lactate dehydrogenase activity. The quaternary assembly surfaces inherent to the C-terminal domain promote homomerization, explaining GO:0042802 identical protein binding as a functional requirement for tetramer formation and allosteric stability. Additionally, solvent-exposed basic patches and oligomer edges can mediate transient adhesion-protein contacts, rationalizing GO:0045296 cadherin binding as a moonlighting interaction that can occur when the enzyme associates with membrane-proximal complexes.

  3. 03

    From this chemistry, the biological processes follow.

    By interconverting pyruvate and L-lactate, the enzyme feeds and buffers central carbon flux, which is the essence of GO:0006089 lactate metabolic process and GO:0006090 pyruvate metabolic process. In neural tissues, lactate shuttling and local redox control influence developmental programs; thus, LDH-driven redox balance and metabolite channeling provide a mechanistic route into GO:0021762 substantia nigra development, where energy supply and signaling via extracellular and intracellular lactate modulate progenitor and neurite maturation.

  4. 04

    Cellular location is inferred from the soluble, cytosolic enzyme architecture and its assembly behavior.

    The absence of transmembrane segments and the soluble Rossmann scaffold support a cytosolic residency, aligning with GO:0005829 cytosol and the broader cytoplasmic assignment. The enzyme’s propensity to form higher-order assemblies justifies GO:1990204 oxidoreductase complex. Transient nuclear access (GO:0005634 nucleus) can arise from metabolite- and redox-sensitive shuttling of metabolic enzymes. Cadherin-associated interactions and vesicular trafficking explain occasional membrane association (GO:0016020 membrane) and packaging into GO:0070062 extracellular exosome, where metabolic enzymes are frequently cargo due to their stability and signaling roles.

  5. 05

    Mechanistically, I propose a tetrameric oxidoreductase that binds NAD+/NADH via its N-terminal Rossmann domain and catalyzes stereospecific hydride transfer at the C-terminal active site (190–196).

    It likely assembles into homotetramers and hetero-oligomers, using identical-protein binding interfaces to stabilize activity. At membrane-proximal sites and within exosomes, it can transiently engage cadherin complexes, coupling metabolic state to adhesion and intercellular signaling. In neurons and glia, this coupling supports lactate shuttling that sustains energy homeostasis and development of the substantia nigra.

Technical details

InterPro entries

  • IPR036291 NAD(P)-binding domain superfamily homologous superfamily · 2–160
  • IPR015955 Lactate dehydrogenase/glycoside hydrolase, family 4, C-terminal homologous superfamily · 161–330
  • IPR001236 Lactate/malate dehydrogenase, N-terminal domain · 22–160
  • IPR022383 Lactate/malate dehydrogenase, C-terminal domain · 164–324
  • IPR001557 L-lactate/malate dehydrogenase family · 20–329
  • IPR011304 L-lactate dehydrogenase family · 20–331
  • IPR018177 L-lactate dehydrogenase, active site active site · 190–196

Sources

Method

BioReason-Pro with the ESM3 protein language model (esm3-sm-open-v1). How the atlas is made →

API

/api/v1/proteins/P00338 · API docs