Evidence map›Paper›PMID 37428919›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2023

Decoupling of catalysis and transition state analog binding from mutations throughout a phosphatase revealed by high-throughput enzymology.

Craig J Markin, Daniel A Mokhtari, Siyuan Du, Tzanko Doukov, Fanny Sunden, Jordan A Cook, Polly M Fordyce, Daniel Herschlag

Open access · greenAbstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.

0numbers the graph read from it
0cells of the map it votes in
15citing papers in PubMed
3.1field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

15 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
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  3. Amplicon/Protein Bead Display enables quantitativebioRxiv : the preprint server for biology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 3 institutions in 1 country.

Craig J MarkinDepartment of Biochemistry, Stanford University, Stanford, CA 94305.ORCID 0000-0002-2147-0744
Daniel A MokhtariDepartment of Biochemistry, Stanford University, Stanford, CA 94305.ORCID 0000-0003-4206-9471
Siyuan DuDepartment of Biochemistry, Stanford University, Stanford, CA 94305.
Tzanko DoukovStanford Synchrotron Radiation Light Source, Stanford Linear Accelerator Centre National Accelerator Laboratory, Menlo Park, CA 94025.ORCID 0000-0001-8625-2572
Fanny SundenDepartment of Biochemistry, Stanford University, Stanford, CA 94305.ORCID 0000-0003-4110-7384
Jordan A CookDepartment of Biochemistry, Stanford University, Stanford, CA 94305.ORCID 0000-0001-8979-6882
Polly M FordyceChEM-H Institute, Stanford University, Stanford, CA 94305.ORCID 0000-0002-9505-0638
Daniel HerschlagDepartment of Biochemistry, Stanford University, Stanford, CA 94305.ORCID 0000-0002-4685-1973
Stanford University · USChan Zuckerberg Initiative (United States) · USFermi National Accelerator Laboratory · US

Funding

Study of Nonenzymatic and Enzymatic Phosphoryl TransferR01GM064798 · NIGMS · STANFORD UNIVERSITY · PI Polly Morrell Fordyce, DANIEL HERSCHLAG · 2002 to 2026
$5.9M
NIGMS NIH HHS R01 GM064798NIH HHS GM064798
6 · The paper itself

Abstract

Using high-throughput microfluidic enzyme kinetics (HT-MEK), we measured over 9,000 inhibition curves detailing impacts of 1,004 single-site mutations throughout the alkaline phosphatase PafA on binding affinity for two transition state analogs (TSAs), vanadate and tungstate. As predicted by catalytic models invoking transition state complementary, mutations to active site and active-site-contacting residues had highly similar impacts on catalysis and TSA binding. Unexpectedly, most mutations to more distal residues that reduced catalysis had little or no impact on TSA binding and many even increased tungstate affinity. These disparate effects can be accounted for by a model in which distal mutations alter the enzyme's conformational landscape, increasing the occupancy of microstates that are catalytically less effective but better able to accommodate larger transition state analogs. In support of this ensemble model, glycine substitutions (rather than valine) were more likely to increase tungstate affinity (but not more likely to impact catalysis), presumably due to increased conformational flexibility that allows previously disfavored microstates to increase in occupancy. These results indicate that residues throughout an enzyme provide specificity for the transition state and discriminate against analogs that are larger only by tenths of an Ångström. Thus, engineering enzymes that rival the most powerful natural enzymes will likely require consideration of distal residues that shape the enzyme's conformational landscape and fine-tune active-site residues. Biologically, the evolution of extensive communication between the active site and remote residues to aid catalysis may have provided the foundation for allostery to make it a highly evolvable trait.

Indexed as

Phosphoric Monoester HydrolasesTungsten CompoundsBinding SitesCatalysisKineticsMutationPhosphoric Monoester HydrolasestungstateTungsten Compoundsconformational ensemblesenzyme catalysishigh-throughput biochemistrytransition state analogstransition state specificity

Identifiers

PMID37428919
PMCPMC10629569
OpenAlexW4383753294

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.