NOW LET US – AI RAG SaaS Studio TP.HCM
NOW LET US
Digital Product Studio
Back to news
DEV-TOOLS...2 min read

Pharma is dosing drugs wrong – the quantum tunneling correction nobody is using

Share
NOW LET US Article – Pharma is dosing drugs wrong – the quantum tunneling correction nobody is using

Current pharmaceutical models rely on classical physics, ignoring quantum tunneling in drug metabolism. This oversight leads to faster drug breakdown and significant undertreatment for patients.

One line of math is missing from every dosing formula

Every pharmaceutical dosing model calculates how fast enzymes break down drugs using classical transition state theory — the Eyring or Arrhenius equation. This framework assumes protons and hydrides move over energy barriers.

They don't. They tunnel through them.

When quantum tunneling occurs, the real reaction rate is faster than the classical prediction. The drug disappears from the patient's blood faster than the model says. The dose runs out early. The patient is undertreated.

The correction is one multiplication. That's it. Multiply the classical rate by κ. The tunneling coefficients have been published for decades. Nobody uses them.

The most important drug enzyme on the planet

κ: Zhang, Lin (2009) J.Phys.Chem.A 113:11501

The enzyme that breaks down serotonin

κ: Klinman (1994) Biochemistry 33:14871

The enzyme that decides if you survive methanol poisoning

κ: Cha, Murray, Klinman (1989) Science 243:1325

Medications you or someone you know is taking right now

| Drug | What it treats | Enzyme | Error | |---|---|---|---| | Atorvastatin (Lipitor) | High cholesterol | CYP3A4 | −75% | | Cyclosporine | Organ transplant rejection | CYP3A4 | −75% | | Midazolam | Sedation, anxiety | CYP3A4 | −75% | | Codeine | Pain | CYP3A4 | −75% | | Tranylcypromine | Depression | MAO-A | −75% | | Phenelzine | Depression, anxiety | MAO-A | −75% | | Selegiline | Parkinson's | MAO-A | −75% | | Fomepizole | Methanol/ethylene glycol poisoning | ADH | −65% |

This is not a complete list. CYP3A4 alone processes approximately 50% of all oral pharmaceuticals — hundreds of drugs.

This has been known for 37 years

1980: Bell publishes the tunneling correction theory.

1989: Klinman proves quantum tunneling in ADH. Published in Science.

1999: Kohen and Klinman confirm it across multiple enzymes. Published in Nature.

2005: Krauser and Guengerich measure KIE = 15 for CYP3A4.

2009: Zhang and Lin publish κ = 3× for CYP3A4.

2020: Oanca, Stare, Mavri measure KIE = 8.5 for MAO-A.

2026: Still no clinical dosing model includes κ.

The numbers

Peer-reviewed sources

  • Cha, Murray, Klinman — Science 243:1325-1330 (1989)
  • Kohen, Cannio, Bartolucci, Klinman — Nature 399:496-499 (1999)
  • Oanca, Stare, Mavri — PMID:32191250 (2020)
  • Klinman — Biochemistry 33:14871 (1994)
  • Zhang, Lin — J.Phys.Chem.A 113:11501-11508 (2009)
  • Krauser, Guengerich — J.Biol.Chem. 280:19496 (2005)
  • Rydberg, Ryde, Olsen — J.Med.Chem. 49:6400 (2006)
© 2026 Now Let Us. All rights reserved.

Source: Hacker News

Advertisement
Ad slot ready: 5887729102

More in this category

NOW LET US Related – GLM 5.2 Is Out

dev-tools

GLM 5.2 Is Out

Zhipu AI has officially released GLM-5.2, its most powerful open-source model to date, featuring a 1M context window and advanced long-horizon task capabilities. The release underscores Zhipu's commitment to open-source AI and global scientific collaboration amid rising technological restrictions.

NOW LET US Related – Noise infusion banned from statistical products published by Census Bureau

dev-tools

Noise infusion banned from statistical products published by Census Bureau

The U.S. Department of Commerce has banned "noise infusion" from statistical products published by the Census Bureau, a decision that could have severe consequences for both data utility and privacy protection.

NOW LET US Related – Treating pancreatic tumours may have revealed cancer's master switch

dev-tools

Treating pancreatic tumours may have revealed cancer's master switch

A promising new drug called daraxonrasib has shown breakthrough results in treating pancreatic cancer, doubling median survival times. This achievement could pave the way for an entirely new class of cancer treatments.

NOW LET US Related – Every Frame Perfect

dev-tools

Every Frame Perfect

In UI design, perfection isn't just about the start and end states, but every single transition frame in between. Polishing these micro-interactions is key to building user trust.

NOW LET US Related – Leaving Mozilla

dev-tools

Leaving Mozilla

A poignant and candid reflection from a 15-year Mozilla veteran upon their departure. The author highlights the leadership's missteps in trying to emulate tech giants and urges Mozilla to return to its core values: community and uniqueness.

NOW LET US Related – Shepherd's Dog: A Game by the Most Dangerous AI Model

dev-tools

Shepherd's Dog: A Game by the Most Dangerous AI Model

A developer tested Anthropic's latest, supposedly 'too dangerous' AI model by asking it to build a long-held game idea in a single shot. The model succeeded, generating a complete 2,319-line game after a 45-minute reasoning session.

EXPLORE TOPICS

Discover All Categories

Deep dive into the specific technology sectors that matter most to you.