Feedback Control over Plasma Drug Concentrations Achieves Rapid and Accurate Control over Solid-Tissue Drug Concentrations

Electrochemical aptamer-based (EAB) sensors enable the continuous, real-time monitoring of drugs and biomarkers in situ in the blood, brain, and peripheral tissues of live subjects. The real-time concentration information produced by these sensors provides unique opportunities to perform closed-loop, feedback-controlled drug delivery, by which the plasma concentration of a drug can be held constant or made to follow a specific, time-varying profile. Motivated by the observation that the site of action of many drugs is the solid tissues and not the blood, here we experimentally confirm that maintaining constant plasma drug concentrations also produces constant concentrations in the interstitial fluid (ISF). Using an intravenous EAB sensor we performed feedback control over the concentration of doxorubicin, an anthracycline chemotherapeutic, in the plasma of live rats. Using a second sensor placed in the subcutaneous space, we find drug concentrations in the ISF rapidly (30-60 min) match and then accurately (RMS deviation of 8 to 21%) remain at the feedback-controlled plasma concentration, validating the use of feedback-controlled plasma drug concentrations to control drug concentrations in the solid tissues that are the site of drug action. We expanded to pairs of sensors in the ISF, the outputs of the individual sensors track one another with good precision (<i>R</i> <sup>2</sup> = 0.95-0.99), confirming that the performance of in vivo EAB sensors matches that of prior, in vitro validation studies. These observations suggest EAB sensors could prove a powerful new approach to the high-precision personalization of drug dosing.

Authors

Institutions

Publication Details

Journal
ACS Pharmacology & Translational Science
Published
2025-04-11
DOI
https://doi.org/10.1021/acsptsci.5c00142
Citations
5
Primary Topic
Receptor Mechanisms and Signaling
Type
article
Field-Weighted Citation Impact
4.03

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Feedback Control over Plasma Drug Concentrations Achieves Rapid and Accurate Control over Solid-Tissue Drug Concentrations

Murat Kaan Erdal, Nicole Emmons, Tod E. Kippin, João P. Hespanha et al.
5 citations
ACS Pharmacology & Translational Science
Receptor Mechanisms and Signaling
4.03
article

Feedback Control over Plasma Drug Concentrations Achieves Rapid and Accurate Control over Solid-Tissue Drug Concentrations

Murat Kaan Erdal, Nicole Emmons, Tod E. Kippin, João P. Hespanha, Kevin W. Plaxco, Zeki Duman
article en
5 citations

Abstract

Electrochemical aptamer-based (EAB) sensors enable the continuous, real-time monitoring of drugs and biomarkers in situ in the blood, brain, and peripheral tissues of live subjects. The real-time concentration information produced by these sensors provides unique opportunities to perform closed-loop, feedback-controlled drug delivery, by which the plasma concentration of a drug can be held constant or made to follow a specific, time-varying profile. Motivated by the observation that the site of action of many drugs is the solid tissues and not the blood, here we experimentally confirm that maintaining constant plasma drug concentrations also produces constant concentrations in the interstitial fluid (ISF). Using an intravenous EAB sensor we performed feedback control over the concentration of doxorubicin, an anthracycline chemotherapeutic, in the plasma of live rats. Using a second sensor placed in the subcutaneous space, we find drug concentrations in the ISF rapidly (30-60 min) match and then accurately (RMS deviation of 8 to 21%) remain at the feedback-controlled plasma concentration, validating the use of feedback-controlled plasma drug concentrations to control drug concentrations in the solid tissues that are the site of drug action. We expanded to pairs of sensors in the ISF, the outputs of the individual sensors track one another with good precision (<i>R</i> <sup>2</sup> = 0.95-0.99), confirming that the performance of in vivo EAB sensors matches that of prior, in vitro validation studies. These observations suggest EAB sensors could prove a powerful new approach to the high-precision personalization of drug dosing.

ACS Pharmacology & Translational ScienceVol. 8(5)
University of California System (US), Neuroscience Institute (IT)
National Defense Science and Engineering Graduate, Office of Naval Research, National Institute of Allergy and Infectious Diseases, National Institute of Biomedical Imaging and Bioengineering
Openalex Percentile: Top 7%
Receptor Mechanisms and Signaling
4.03
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.