ClaimsRay Kurzweil

“Today we can simulate how small molecules interact with certain virtual or human proteins.”

Ray Kurzweil, columnist May 2020 AI-powered bio-tech can help deploy a vaccine in record time (Kurzweil Library / Wired) archived copy

Factual Science and research methods

As of 2020, researchers can simulate how small molecules interact with certain virtual or human proteins.

Resolved true The record shows it happened or was so.

Factual: Statements about the present or the past, checked against the record: did they hold up?

Said for an organisation they lead or work for; it counts on both records.

What would count as true or false

True: as of 2020, established computational methods (e.g., molecular docking, molecular dynamics) existed and were routinely used to simulate how small molecules interact with target proteins, including human and viral ones. Mostly true: such simulations existed, but with limited accuracy for some proteins. Mixed: capabilities existed only for a narrow range of proteins. Mostly false: simulations were largely unreliable or experimental. False: no such capability existed.

Set before the research began.

Evidence (4)

  1. E1 Molecular dynamics simulations and drug discovery PubMed Central (PMC) · 28 October 2011

    “This review discusses the many roles atomistic computer simulations of macromolecular (for example, protein) receptors and their associated small-molecule ligands can play in drug discovery, including the identification of cryptic or allosteric binding sites, the enhancement of traditional virtual-screening methodologies, and the direct prediction of small-molecule binding energies.”
  2. E2 Molecular dynamics simulations and drug discovery PubMed Central (PMC) · 28 October 2011

    “The limitations of current simulation methodologies, including the high computational costs and approximations of molecular forces required, are also discussed.”
  3. E3 Molecular Docking: Shifting Paradigms in Drug Discovery PubMed Central (PMC) · 4 September 2019

    “Molecular docking is an established in silico structure-based method widely used in drug discovery.”
  4. E4 Investigating the potential antiviral activity drugs against SARS-CoV-2 by molecular docking simulation PubMed Central (PMC) · 4 August 2020

    “In this study, a computational approach through molecular docking simulation is conducted for screening the antiviral activity of drugs, natural sources, and inhibitory compounds against the SARS-CoV-2 genome.”

Reasoning

E3 (2019) describes molecular docking as an established in silico method widely used in drug discovery. E1 (2011) describes atomistic simulations of protein receptors and small-molecule ligands used to predict binding energies and enhance virtual screening. E4 shows docking simulations applied to SARS-CoV-2 targets in 2020, though it was published slightly after the claim date. E2 notes limitations of cost and approximate force fields, but the claim only asserts that such simulation is possible, which the criteria's 'true' condition covers.

Cite this claim

Ray Kurzweil, “As of 2020, researchers can simulate how small molecules interact with certain virtual or human proteins.” (said May 2020). Verdict: resolved true. Reliability API, claim c_3679b7caab2c, method 0.1.0+28da144b, dataset release v1.1.2. https://epistacklabs.com/claims/c_3679b7caab2c

This claim is in dataset release v1.1.2, with the same verdict.

Reply to this claim

For Ray Kurzweil, or someone speaking for them: a correction or counter-evidence. Replies are read before anything is shown; an approved reply shows your name, role, date, statement and link. Your email address is never shown and is deleted 30 days after the decision (privacy).

More factual claims by Ray Kurzweil

  1. Mostly false Factual 9 July 2024
    “Right now, you’re getting back about four months a year.”

    Currently scientific progress gives back about four months of life expectancy per year.

  2. Mostly false Factual 9 July 2024
    “And then AlphaFold 2 in 2022 went through 200 million proteins and got the shape exactly correct, and that’s going to help come up with new medications.”

    AlphaFold 2 in 2022 went through 200 million proteins and got their shapes exactly correct, which will help produce new medications.

  3. Resolved true Factual 9 July 2024
    “As of two or three years ago, we had gone through 170,000 proteins.”

    As of two or three years ago, 170,000 proteins had been worked through by people.

  4. Mixed Factual May 2020
    “The current method for testing these few treatments is to organize a few hundred human subjects and then test them over about a year and a half, at a cost of hundreds of millions of dollars.”

    The current method for testing the few treatments that are tried organizes a few hundred human subjects and tests them over about a year and a half, at a cost of hundreds of millions of dollars.

  5. Mostly true Factual May 2020
    “Very often, the first several solutions tested on humans are not ideal and lead to other solutions that also take a few years to develop and test.”

    Very often the first several solutions tested on humans are not ideal and lead to other solutions that also take a few years to develop and test.

All of them

Verdicts are made automatically; how verdicts are made.