Evidence map›Paper›PMID 33999630›Full record

ArticleThe journal of physical chemistry letters2021

Mechanism of Ligand Recognition by Human ACE2 Receptor.

Apurba Bhattarai, Shristi Pawnikar, Yinglong Miao

Open access · greenAbstract read
In one paragraph

Article in The journal of physical chemistry letters, 2021. 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
2.3field-weighted citation impact, top 11% 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, 20 citations in OpenAlex.

  1. Article
  2. Article
  3. ACE2: Friend or Foe in Post-COVID-19 Neurodegeneration?International journal of molecular sciences · 2025
    Review
  4. Molecular mechanisms of SARS-CoV-2 entry: implications for biomedical strategies.Microbiology and molecular biology reviews : MMBR · 2025
    Review
  5. Article
  6. Review
  7. Accelerating Molecular Dynamics Simulations for Drug Discovery.Methods in molecular biology (Clifton, N.J.) · 2024
    Article
  8. Article
  9. Applications of Molecular Dynamics Simulations in Drug Discovery.Methods in molecular biology (Clifton, N.J.) · 2024
    Review
  10. Gaussian Accelerated Molecular Dynamics in OpenMM.The journal of physical chemistry. B · 2022
    Article
  11. Article
  12. Binding Analysis Using Accelerated Molecular Dynamics Simulations and Future Perspectives.Advances and applications in bioinformatics and chemistry : AABC · 2022
    Review
  13. Molecular Modeling Targeting the ACE2 Receptor withBioinformatics and biology insights · 2022
    Article
  14. Molecular Modeling of ABHD5 Structure and Ligand Recognition.Frontiers in molecular biosciences · 2022
    Article
  15. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors at 1 institution in 1 country.

Apurba BhattaraiCenter for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, United States.
Shristi PawnikarCenter for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, United States.
Yinglong MiaoCenter for Computational Biology and Department of Molecular Biosciences, University of Kansas, Lawrence, Kansas 66047, United States.ORCID https://orcid.org/0000-0003-3714-1395
University of Kansas · US

Funding

Enhanced Sampling of G-Protein-Coupled Receptor-G Protein InteractionsR01GM132572 · NIGMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI MIAO, YINGLONG · 2019 to 2023
$1.5M
NIGMS NIH HHS R01 GM132572
6 · The paper itself

Abstract

Angiotensin converting enzyme 2 (ACE2) plays a key role in renin-angiotensin system regulation and amino acid homeostasis. Human ACE2 acts as the receptor for severe acute respiratory syndrome coronaviruses SARS-CoV and SARS-CoV-2. ACE2 is also widely expressed in epithelial cells of the lungs, heart, kidney, and pancreas. It is considered an important drug target for treating SARS-CoV-2 as well as pulmonary diseases, heart failure, hypertension, renal diseases, and diabetes. Despite the critical importance, the mechanism of ligand binding to the human ACE2 receptor remains unknown. Here, we have addressed this challenge through all-atom simulations using a novel ligand Gaussian accelerated molecular dynamics (LiGaMD) method. Microsecond time scale LiGaMD simulations have unprecedentedly captured multiple times of spontaneous binding and unbinding of a potent inhibitor MLN-4760 in the ACE2 receptor. With ligand far away in the unbound state, the ACE2 receptor samples distinct Open, Partially Open, Closed, and Fully Closed conformations. Upon ligand binding to the active site, conformational ensemble of the ACE2 receptor is biased toward the Closed state as observed in the X-ray experimental structure. The LiGaMD simulations thus suggest a conformational selection mechanism for ligand recognition by the highly flexible ACE2 receptor, which is expected to facilitate rational drug design targeting human ACE2 against coronaviruses and other related human diseases.

Indexed as

COVID-19 Drug TreatmentAngiotensin-Converting Enzyme 2Antiviral AgentsCatalytic DomainCOVID-19Drug DesignHumansImidazolesLeucineLigandsMolecular Dynamics SimulationProtease InhibitorsProtein BindingProtein ConformationSARS-CoV-22-(1-carboxy-2-(3-(3,5-dichlorobenzyl)-3H-imidazol-4-yl)ethylamino)-4-methylpentanoic acidACE2 protein, humanAngiotensin-Converting Enzyme 2Antiviral AgentsImidazolesLeucineLigandsProtease Inhibitors

Identifiers

PMID33999630
PMCPMC8146134
OpenAlexW3160431173

What OpenQuestion holds

Textmetadata
LicenceTDM
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.