AIGR TreeGrafter Function-Inference Stress Test — PP_2320 (Q88KH0) OpenScientist openscientist-autonomous 4 citations 2 artifacts 2026-10-15T02:50:58.205212 citations file

AIGR TreeGrafter Function-Inference Stress Test — PP_2320 (Q88KH0)

Target: PP_2320 / Q88KH0, Pseudomonas putida KT2440 (NCBITaxon:160488)
Seed hypothesis (TreeGrafter / PANTHER, IEA, GO_REF:0000118): PP_2320 has peptidoglycan L,D-transpeptidase activity (GO:0071972)
Focus: function_assignment · function-hypothesis-go-0071972


Executive Judgment

Verdict: SUPPORTED — retain GO:0071972.

The automated phylogenetic propagation is correct in this case. None of the three
characteristic failure modes applies:

Single most decisive piece of evidence: By Smith-Waterman alignment (live
UniProt sequences), PP_2320's catalytic dyad residues map one-to-one onto the
experimentally annotated active sites of characterized E. coli L,D-transpeptidases
— His193→YbiS His194 / ErfK His191, and Cys209→YbiS Cys210 / ErfK Cys207 — at
37–44% sequence identity. A degenerate pseudo-enzyme would show loss or mis-spacing
of exactly these residues; it does not.

The sole residual uncertainty is not about whether the molecular function term
is right, but about which sub-reaction the enzyme performs (lipoprotein anchoring
vs. 3→3 peptidoglycan cross-linking). That distinction is sequence-ambiguous here
and should not be over-specified. The evidence remains computational (IEA): no
direct enzymatic assay of PP_2320 itself exists.


Independent Family/Function Assignment

From first-principles analysis of the sequence, domain architecture, and active-site
conservation — independent of the propagated annotation — PP_2320 is a secreted
(periplasmic) L,D-transpeptidase of the ErfK/YbiS/YnhG class
.

Conclusion on granularity: seed term = assigned term = GO:0071972. Retain.


Key Findings

Finding 1 — PP_2320 is a catalytically intact L,D-transpeptidase-family protein

Independent primary-evidence analysis of UniProt Q88KH0 (325 aa) establishes a
complete, canonical L,D-transpeptidase architecture and an intact active site.

Domain architecture. The protein comprises (i) an N-terminal Sec signal peptide
(residues ~1–25) directing periplasmic/secreted localization; (ii) a LysM
peptidoglycan-binding domain
(CDD cd00118 / InterPro IPR018392), which tethers the
enzyme to its peptidoglycan substrate; and (iii) a C-terminal L,D-transpeptidase
(YkuD) catalytic domain
spanning approximately residues 98–233 (Pfam PF03734,
PROSITE PS52029, CDD cd16913 "YkuD_like", Gene3D 2.40.440.10, InterPro
IPR005490). This is the textbook domain layout of a periplasmic L,D-transpeptidase.

Catalytic residues intact and correctly spaced. The catalytic machinery is fully
present: His193 (proton donor/acceptor, in the local context "PGYLIHGSNKK") and
the canonical S-H-G-C motif at positions 206–209 with Cys209 as the catalytic
nucleophile (local context "RTSHGCFRMFN"). Critically, Cys209 is the only cysteine
in the entire protein
— so the catalytic thiol nucleophile is unambiguously conserved
and cannot be confused with any other cysteine.

Structural confidence. AlphaFold model AF-Q88KH0 has a global pLDDT of 84.4,
with 63.7% of residues in the very-high-confidence band; the catalytic domain is
well-folded in the model, consistent with a competent enzyme rather than a disordered
pseudo-enzyme.

Family placement. PANTHER assigns the protein to PTHR30582 (L,D-transpeptidase
family), subfamily SF24 (ErfK/SrfK-related). The L,D-transpeptidase family uses a
catalytic cysteine nucleophile to form L,D (3→3) peptidoglycan cross-links, the exact
activity described by GO:0071972
(PMID: 30514506).

Finding 2 — Nearest characterized homologs are E. coli ErfK/YbiS with 1:1 catalytic-residue correspondence

Smith-Waterman alignment (BLOSUM62, gap penalty −8; sequences fetched live from
UniProt) against characterized L,D-transpeptidases gives:

Query vs. target UniProt % identity Aligned positions SW score
PP_2320 vs. E. coli YbiS/LdtB P0AAX8 43.5% 107/246 503
PP_2320 vs. E. coli ErfK/LdtA P39176 36.9% 110/298 491

In both alignments, the query's catalytic residues map one-to-one onto the
targets' experimentally annotated active-site residues:

Both targets belong to the same PANTHER subfamily as PP_2320 (PTHR30582:SF24,
ErfK/SrfK-related). This is the strongest single discriminator against the
"pseudo-enzyme" and "mis-placement" failure modes: the catalytic dyad is not merely
present but is positionally homologous to residues with direct experimental support.
Provenance: provenance/PP_2320_alignment.py.

Finding 3 — Single-domain ErfK/YbiS/YnhG group; MF robust, exact sub-reaction sequence-ambiguous

Extending the alignment panel across both functional sub-clades of the family:

Characterized LDT UniProt Sub-role % identity to PP_2320
YbiS/LdtB P0AAX8 lipoprotein (Lpp) anchoring 43.5%
YnhG/LdtE P76193 3,3-crosslink 41.6%
ErfK/LdtA P39176 lipoprotein (Lpp) anchoring 36.9%
YcbB/LdtD P22525 3,3-crosslink 27.5%
LdtMt2 I6Y9J2 3,3-crosslink (M. tuberculosis) 23.9%

PP_2320 clearly belongs to the single-domain ErfK/YbiS/YnhG group (top three
hits), and in all three the catalytic His193 and Cys209 align one-to-one to the
targets' annotated active sites (His194/Cys210, His193/Cys209, His191/Cys207
respectively). However, the two closest hits carry different sub-roles —
YbiS/LdtB anchors Braun's lipoprotein to peptidoglycan, while YnhG/LdtE forms 3→3
cross-links — and they are near-equidistant (43.5% vs. 41.6%). Consequently, the
family-level molecular function (GO:0071972) is robustly supported, but the precise
chemical sub-reaction cannot be resolved from sequence alone and should not be
over-specified. Provenance: provenance/PP_2320_subclade.py.


Mechanistic Model / Interpretation

The convergent lines of evidence assemble into a coherent, internally consistent model
of a functional periplasmic L,D-transpeptidase:

   N ──[ Sec signal ]──[ LysM PG-binding ]──────[ YkuD / L,D-TPase catalytic ]────── C
(~1–25)          (CDD cd00118)            (~98–233; PF03734, PS52029)
secretion        substrate tether         His193 ···· Cys209 (sole Cys)
                                   proton shuttle   nucleophile
                                        │
                                        ▼
         Cys-thioester acyl-enzyme intermediate on a
         peptidoglycan stem peptide (meso-DAP, position 3)
                                        │
                                        ▼
    ┌───────────────────────────────────────────────────┐
    │  L,D (3→3) transpeptidation — one of two sub-roles: │
    │   • 3→3 peptidoglycan cross-link (YnhG/LdtE-like)   │
    │   • Braun's Lpp anchoring to PG (YbiS/ErfK-like)    │
    │  ← sequence cannot discriminate (43.5% vs 41.6%)    │
    └───────────────────────────────────────────────────┘

Why the propagation succeeded here. TreeGrafter grafted PP_2320 onto a node whose
diagnostic feature — the YkuD catalytic domain with its Cys-His dyad — is precisely the
feature PP_2320 retains. Unlike the three classic propagation failures, there is no
granularity mismatch (the term is at the correct family level), no active-site decay
(the dyad is intact and uniquely identifiable), and no superfamily mis-placement (every
independent domain database agrees on YkuD/PF03734). The LysM substrate-binding module
and Sec signal peptide further corroborate that this is a bona fide periplasmic
peptidoglycan-remodeling enzyme operating in the compartment where L,D-transpeptidation
occurs.

The one honest caveat. The L,D-transpeptidase family has functionally diverged into
at least two sub-activities that share an identical catalytic mechanism and fold:
3→3 cross-link formation and lipoprotein anchoring. PP_2320's two nearest characterized
neighbors sit on opposite sides of this divide at nearly identical sequence identity.
The shared molecular-function umbrella term GO:0071972 correctly captures what we can
assert; descending to a sub-reaction-specific term would overreach the evidence.


Evidence Base / Matrix

# Citation Evidence type Supports / refutes / qualifies Claim tested Key finding Context Confidence & limitations
1 UniProt Q88KH0 (database) Review/database + computational Supports Domain architecture consistent with LDT Sec signal + LysM + YkuD catalytic domain (PF03734 / PS52029 / cd16913) P. putida KT2440 High; annotation partly IEA itself
2 Active-site inspection (computational, this work) Computational / structural-evolutionary Supports Catalytic residues present & spaced His193 + Cys209 (S-H-G-C motif); Cys209 is sole Cys Sequence of Q88KH0 High; in-silico, no assay
3 AlphaFold AF-Q88KH0 (structural model) Computational / structural Supports Catalytic domain is folded pLDDT 84.4; 63.7% very-high confidence Predicted model Medium-high; prediction not experiment
4 SW alignment to P0AAX8 (YbiS) — provenance/PP_2320_alignment.py Computational / evolutionary Supports Nearest characterized homolog & 1:1 active-site mapping 43.5% id; His193→His194, Cys209→Cys210 E. coli vs query High for homology; no direct assay
5 SW alignment to P39176 (ErfK) — provenance/PP_2320_alignment.py Computational / evolutionary Supports Active-site correspondence across subfamily 36.9% id; His193→His191, Cys209→Cys207 E. coli vs query High
6 SW subclade panel (P76193, P22525, I6Y9J2) — provenance/PP_2320_subclade.py Computational / evolutionary Qualifies Which sub-reaction? Two nearest hits (43.5% anchor vs 41.6% crosslink) are near-equidistant E. coli / M. tb vs query High that it's ambiguous
7 PMID: 30514506 Review / mechanistic (QM/MM) Supports Family mechanism = Cys-nucleophile 3→3 crosslink "Formation of 3 → 3 crosslinks … catalyzed by l,d-transpeptidases" M. tuberculosis Ldt2 High for family mechanism
8 PMID: 33941679 Mutant phenotype / biochemical Qualifies LDT paralogs can have non-crosslink roles (Lpp cleavage/anchoring) LdtF is an LDT paralog acting on Braun's Lpp gram-negative envelope Supports sub-role ambiguity
9 PMID: 39294212 Direct assay / crystallography Supports LDT catalytic dyad & substrate chemistry Biochemical/crystal characterization of Mtb Ldt2 M. tuberculosis Family-level support
10 PMID: 31024745 Direct assay (purification/characterization) Supports LDT2 is an active enzyme Isolation & characterization of Mtb LDT2 M. tuberculosis Family-level support

Note: no paper reports a direct enzymatic assay of PP_2320/Q88KH0 itself; all direct-assay
evidence is on homologous family members.

How the key papers bear on the findings.
PMID: 30514506 establishes the shared family
mechanism — "Formation of 3 → 3 crosslinks in the peptidoglycan layer of M. tuberculosis
is catalyzed by l,d-transpeptidases" — anchoring the inference that PP_2320's conserved
Cys-His dyad performs the GO:0071972 activity.
PMID: 39294212 and
PMID: 31024745 provide direct biochemical and
crystallographic characterization of a representative family member (Mtb Ldt2), confirming
the enzyme class is genuinely catalytic.
PMID: 33941679 qualifies the picture by showing
that LDT paralogs (LdtF) can act on Braun's lipoprotein rather than form cross-links,
which is exactly why the sub-reaction of PP_2320 must be treated as ambiguous.


Active-Site / Placement Analysis

Catalytic residues: INTACT.

Feature PP_2320 (Q88KH0) E. coli YbiS (P0AAX8) E. coli ErfK (P39176) Status
Catalytic His (proton shuttle) His193 His194 His191 Conserved, 1:1 aligned
Catalytic Cys (nucleophile) Cys209 Cys210 Cys207 Conserved, 1:1 aligned
S-H-G-C motif present (206–209) present present Conserved
Number of Cys in protein 1 (Cys209) — — Nucleophile unambiguous
Catalytic domain PF03734 / PS52029 / cd16913 same family same family Correct fold
Sequence identity to query — 43.5% 36.9% Nearest characterized

Subfamily placement: PANTHER PTHR30582:SF24 (ErfK/SrfK-related), single-domain
ErfK/YbiS/YnhG group. Independent confirmation from Pfam (PF03734), PROSITE (PS52029),
CDD (cd16913 YkuD_like), Gene3D (2.40.440.10), InterPro (IPR005490) — all consistent.

Conclusion: The catalytic dyad is present, correctly spaced, and positionally
homologous to experimentally annotated active sites of characterized family members.
This decisively rules out the pseudo-enzyme and superfamily-misplacement failure modes.
Provenance scripts: provenance/PP_2320_alignment.py, provenance/PP_2320_subclade.py.


GO Curation Implications

Recommended curation action: RETAIN GO:0071972 (peptidoglycan L,D-transpeptidase
activity) at the family level — lead requiring curator verification.

The accompanying cellular-component interpretation (periplasmic/secreted, via the Sec
signal peptide and LysM module) and biological-process context (peptidoglycan remodeling
/ cell wall organization) are consistent and could be curated alongside the MF term if
not already present.


Limitations and Knowledge Gaps


Proposed Follow-up Experiments / Actions

In priority order, the most efficient discriminating analyses are:

  1. In-vitro activity assay of recombinant PP_2320 with (a) a peptidoglycan-mimetic
    donor/acceptor to test 3→3 cross-linking and (b) a Braun's-lipoprotein peptide to test
    anchoring — directly resolves the sub-reaction and upgrades the evidence tier.
  2. Cys209→Ala active-site mutant + activity assay to confirm the nucleophile is
    catalytically required (distinguishes true enzyme from pseudo-enzyme).
  3. ΔPP_2320 phenotyping in P. putida KT2440: muropeptide HPLC/MS to quantify 3→3
    cross-link abundance, plus β-lactam/carbapenem susceptibility shifts, to place the
    enzyme in its native cell-wall-remodeling role.
  4. Experimental structure (X-ray / cryo-EM) to confirm the dyad geometry and
    substrate channel predicted by AlphaFold.

Immediate curation action: mark GO:0071972 as retained (verified by independent
active-site analysis)
, keep IEA evidence, annotate the sub-reaction as undetermined,
and flag follow-up assay #1 as the decisive experiment.


Summary (for busy readers)

PP_2320 (Q88KH0) from Pseudomonas putida KT2440 is a bona fide, catalytically intact
L,D-transpeptidase, and the TreeGrafter/PANTHER-propagated term GO:0071972
(peptidoglycan L,D-transpeptidase activity) is SUPPORTED and should be RETAINED.
The
protein has the canonical architecture — Sec signal peptide, LysM peptidoglycan-binding
domain, and a YkuD catalytic domain (Pfam PF03734 / PROSITE PS52029) — and its catalytic
dyad (His193 and the sole-cysteine nucleophile Cys209) is fully conserved and correctly
spaced. Smith-Waterman alignment to characterized E. coli enzymes (YbiS/LdtB 43.5%,
YnhG/LdtE 41.6%, ErfK/LdtA 36.9% identity) maps these catalytic residues one-to-one onto
experimentally annotated active sites.

Systematic testing for the three characteristic propagation-failure modes returns
negative on all three: the term is at the correct granularity (family level), the
active site is intact (no pseudo-enzyme signal), and the sequence sits firmly in the
YkuD/L,D-transpeptidase subfamily (no superfamily mis-placement). The only residual
uncertainty is the precise sub-reaction — 3→3 peptidoglycan cross-linking versus Braun's
lipoprotein anchoring — which is sequence-ambiguous because PP_2320's two nearest
characterized homologs carry different sub-roles at nearly equal identity. The family-level
molecular function term correctly captures what the evidence supports; it should not be
made more specific.

All evidence is computational / by-homology (IEA): no direct assay of PP_2320 exists. The
recommended curation action is therefore to retain GO:0071972 at the family level, keep
the IEA evidence tier, and not over-specify the sub-reaction
pending an in-vitro activity
assay or a ΔPP_2320 muropeptide-profiling experiment.

Artifacts