Time-varying compartmental models capture hours-scale variation in the elimination kinetics of vancomycin in rats

Pharmacokinetics have traditionally been assessed using concentration measurements with relatively low temporal resolution, such as from blood draws, leading to pharmacokinetic profiles estimated from sparse data, often averaged across subjects. Recent advances in in vivo sensors, however, now enabl...

Full description

Saved in:
Bibliographic Details
Published inBritish journal of pharmacology Vol. 182; no. 13; p. 2986
Main Authors McDonough, Matthew H, Gerson, Julian, Kippin, Tod, Meiring, Wendy, Plaxco, Kevin W
Format Journal Article
LanguageEnglish
Published England 01.07.2025
Subjects
Online AccessGet more information

Cover

Loading…
Abstract Pharmacokinetics have traditionally been assessed using concentration measurements with relatively low temporal resolution, such as from blood draws, leading to pharmacokinetic profiles estimated from sparse data, often averaged across subjects. Recent advances in in vivo sensors, however, now enable the collection of hundreds of observations over a few hours in individual subjects. Previous analyses of such data for the antibiotic tobramycin identified significant (several-fold), hours-scale changes in the efficiency with which this renally cleared drug is eliminated in anaesthetised rats. Here, we apply similar analyses to study the pharmacokinetics of another renally cleared drug, the antibiotic vancomycin. We estimate vancomycin pharmacokinetic profiles using previously collected time-dense plasma concentration measurements within six anaesthetised rats. Specifically, we fit standard one- and two-compartment models, as well as time-varying one-compartment models (in which the proportionality relating concentration to elimination rate is time-varying), to these data to investigate if the time-varying models are statistically preferred for describing individual-level vancomycin pharmacokinetics, over standard one- and two-compartment models. One-compartment models incorporating time-varying elimination proportionalities are statistically preferred over standard one- and two-compartment models for five of our six vancomycin time courses. When the initial impact of the distribution phase is removed from these data, a reciprocally time-varying one-compartment model is preferred over the standard-one compartment model in four of five considered datasets. These results provide further animal-model evidence that the pharmacokinetics of renally cleared drugs can vary significantly over timescales as short as a few hours.
AbstractList Pharmacokinetics have traditionally been assessed using concentration measurements with relatively low temporal resolution, such as from blood draws, leading to pharmacokinetic profiles estimated from sparse data, often averaged across subjects. Recent advances in in vivo sensors, however, now enable the collection of hundreds of observations over a few hours in individual subjects. Previous analyses of such data for the antibiotic tobramycin identified significant (several-fold), hours-scale changes in the efficiency with which this renally cleared drug is eliminated in anaesthetised rats. Here, we apply similar analyses to study the pharmacokinetics of another renally cleared drug, the antibiotic vancomycin. We estimate vancomycin pharmacokinetic profiles using previously collected time-dense plasma concentration measurements within six anaesthetised rats. Specifically, we fit standard one- and two-compartment models, as well as time-varying one-compartment models (in which the proportionality relating concentration to elimination rate is time-varying), to these data to investigate if the time-varying models are statistically preferred for describing individual-level vancomycin pharmacokinetics, over standard one- and two-compartment models. One-compartment models incorporating time-varying elimination proportionalities are statistically preferred over standard one- and two-compartment models for five of our six vancomycin time courses. When the initial impact of the distribution phase is removed from these data, a reciprocally time-varying one-compartment model is preferred over the standard-one compartment model in four of five considered datasets. These results provide further animal-model evidence that the pharmacokinetics of renally cleared drugs can vary significantly over timescales as short as a few hours.
Author Kippin, Tod
Plaxco, Kevin W
Meiring, Wendy
McDonough, Matthew H
Gerson, Julian
Author_xml – sequence: 1
  givenname: Matthew H
  orcidid: 0000-0001-5931-124X
  surname: McDonough
  fullname: McDonough, Matthew H
  organization: Institute for Collaborative Biotechnologies at the University of California, Santa Barbara, California, 93106, USA
– sequence: 2
  givenname: Julian
  surname: Gerson
  fullname: Gerson, Julian
  organization: The Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California Santa Barbara, Santa Barbara, California, 93106, USA
– sequence: 3
  givenname: Tod
  surname: Kippin
  fullname: Kippin, Tod
  organization: The Neuroscience Research Institute and Department of Molecular Cellular and Developmental Biology, University of California Santa Barbara, Santa Barbara, California, 93106, USA
– sequence: 4
  givenname: Wendy
  orcidid: 0000-0002-5843-6662
  surname: Meiring
  fullname: Meiring, Wendy
  organization: Department of Statistics and Applied Probability, University of California Santa Barbara, Santa Barbara, California, 93106, USA
– sequence: 5
  givenname: Kevin W
  surname: Plaxco
  fullname: Plaxco, Kevin W
  organization: Department of Bioengineering, University of California Santa Barbara, Santa Barbara, California, 93106, USA
BackLink https://www.ncbi.nlm.nih.gov/pubmed/40150995$$D View this record in MEDLINE/PubMed
BookMark eNo1j81OAyEcxInR2A89-AKGF6DCdlngaBq_kiZe6rn5LwsWXdgVWJO-vcTqXCb5ZWaSWaDzMASD0A2jK1Z0146HlaC0omdozmrREL6WbIYWKX1QWoDgl2hWU8apUnyOvnbOG_IN8ejCO9aDHyFmb0KGHvuhM33CGsY8RYMPwxQTSRp6g0vBQXZDwC7gfDDY9M67cEKfLpjsdMKDLcFQRo_a_SYj5HSFLiz0yVz_-RK9PT7sNs9k-_r0srnfEl0Jnklnm67thKVSKFHbRhVgaW2ByUY0jeVWcrXmWmpbSyE63moBNWirFQeroFqi29PuOLXedPsxOl9u7v-_Vz-rrl4r
ContentType Journal Article
Copyright 2025 British Pharmacological Society.
Copyright_xml – notice: 2025 British Pharmacological Society.
DBID CGR
CUY
CVF
ECM
EIF
NPM
DOI 10.1111/bph.70020
DatabaseName Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
DatabaseTitle MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
DatabaseTitleList MEDLINE
Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
DeliveryMethod no_fulltext_linktorsrc
Discipline Pharmacy, Therapeutics, & Pharmacology
EISSN 1476-5381
ExternalDocumentID 40150995
Genre Journal Article
GrantInformation_xml – fundername: NIH HHS
  grantid: EB022015
GroupedDBID ---
.3N
.55
.GJ
05W
0R~
1OC
23N
2WC
31~
33P
36B
3O-
3SF
4.4
52U
52V
53G
5GY
6J9
7RV
7X7
8-0
8-1
88E
8AO
8FE
8FH
8FI
8FJ
8R4
8R5
8UM
AAESR
AAEVG
AAFWJ
AAHQN
AAIPD
AAMMB
AAMNL
AANLZ
AAONW
AASGY
AAXRX
AAYCA
AAZKR
ABCUV
ABDBF
ABPVW
ABQWH
ABUWG
ABXGK
ACAHQ
ACCZN
ACFBH
ACGFO
ACGFS
ACGOF
ACMXC
ACPOU
ACPRK
ACUHS
ACXBN
ACXQS
ADBBV
ADBTR
ADEOM
ADIZJ
ADKYN
ADMGS
ADOZA
ADXAS
ADZMN
AEFGJ
AEGXH
AEIGN
AEIMD
AENEX
AEUYR
AEYWJ
AFBPY
AFFPM
AFGKR
AFKRA
AFRAH
AFWVQ
AFZJQ
AGHNM
AGXDD
AGYGG
AHBTC
AHMBA
AIACR
AIAGR
AIDQK
AIDYY
AITYG
AIURR
ALAGY
ALIPV
ALMA_UNASSIGNED_HOLDINGS
ALUQN
ALVPJ
AMBMR
AMYDB
AOIJS
ATUGU
AZBYB
AZVAB
B0M
BAFTC
BAWUL
BBNVY
BENPR
BFHJK
BHBCM
BHPHI
BKEYQ
BMXJE
BPHCQ
BRXPI
BVXVI
C45
CAG
CCPQU
CGR
COF
CS3
CUY
CVF
DCZOG
DIK
DRFUL
DRMAN
DRSTM
DU5
E3Z
EAD
EAP
EAS
EBC
EBD
EBS
ECM
ECV
EIF
EJD
EMB
EMK
EMOBN
ENC
ESX
EX3
F5P
FUBAC
FYUFA
G-S
GODZA
GX1
H.X
HCIFZ
HGLYW
HMCUK
HYE
HZ~
J5H
KBYEO
LATKE
LEEKS
LH4
LITHE
LK8
LOXES
LSO
LUTES
LW6
LYRES
M1P
M7P
MEWTI
MK0
MRFUL
MRMAN
MRSTM
MSFUL
MSMAN
MSSTM
MXFUL
MXMAN
MXSTM
MY~
N9A
NAPCQ
NF~
NPM
O66
O9-
OIG
OK1
OVD
P2P
P2W
PHGZM
PHGZT
PJZUB
PPXIY
PQGLB
PQQKQ
PROAC
PSQYO
Q.N
Q2X
QB0
ROL
RPM
SJN
SUPJJ
SV3
TEORI
TR2
TUS
UKHRP
UPT
WBKPD
WH7
WHWMO
WIH
WIJ
WIK
WIN
WOHZO
WOW
WVDHM
WXSBR
X7M
XV2
Y6R
YHG
ZGI
ZXP
ZZTAW
~8M
~S-
ID FETCH-LOGICAL-c275t-df6dbd7f087974f69df6f04fa186766f5f85935c8cf4877d5bc7a4acfc95af9a2
IngestDate Mon Jul 21 06:01:38 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 13
Keywords compartment models
renal function
animal models
Bayesian information criterion
nonlinear least squares regression
Language English
License 2025 British Pharmacological Society.
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c275t-df6dbd7f087974f69df6f04fa186766f5f85935c8cf4877d5bc7a4acfc95af9a2
ORCID 0000-0001-5931-124X
0000-0002-5843-6662
PMID 40150995
ParticipantIDs pubmed_primary_40150995
PublicationCentury 2000
PublicationDate 2025-07-01
PublicationDateYYYYMMDD 2025-07-01
PublicationDate_xml – month: 07
  year: 2025
  text: 2025-07-01
  day: 01
PublicationDecade 2020
PublicationPlace England
PublicationPlace_xml – name: England
PublicationTitle British journal of pharmacology
PublicationTitleAlternate Br J Pharmacol
PublicationYear 2025
SSID ssj0014775
Score 2.4762092
Snippet Pharmacokinetics have traditionally been assessed using concentration measurements with relatively low temporal resolution, such as from blood draws, leading...
SourceID pubmed
SourceType Index Database
StartPage 2986
SubjectTerms Animals
Anti-Bacterial Agents - blood
Anti-Bacterial Agents - pharmacokinetics
Male
Models, Biological
Rats
Rats, Sprague-Dawley
Time Factors
Vancomycin - blood
Vancomycin - pharmacokinetics
Title Time-varying compartmental models capture hours-scale variation in the elimination kinetics of vancomycin in rats
URI https://www.ncbi.nlm.nih.gov/pubmed/40150995
Volume 182
hasFullText
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1dT9swFLUKkxAviI3xuSE_TH0ZQWkS28kjQtvQJCYeiuANObEtKmga2oJUfgs_luuPJG5Fp42XqLUdK8o5de-17z0XoW-SpCGYFTSgIo6DRPZUwHvgrGRAqFDRmEdS5w6f_6Fnl8nva3Ld6bx4UUuP0_y4eH4zr-Q9qEIb4KqzZP8D2WZSaIDPgC9cAWG4_hvGg6EMnvh45jJnKxjjxPpNhRstPF2ZI4JbmG4STAAQ-R1usHjUMY7y3pT2Mk13YHUa5WYwInV0wGg4KwZmJFBlMncE7OSQPO2JqtXBboOL9fazLgVkM4NMdfE2I-KXMfjrRG3uhQRo3QhDppFoppKDsSvBciVLp4rrdiwi0kS3wh-OXWUTIAestL35ZTjy-Rb7q2pm5bKXLPd5dXvMtN3rjwGkqqHBPdGbOpkt5fn33gXl7bprBa2AD6KLquqdIHdClTBGnFKVjgxrnmEdrdX3LXgqxmLpb6IN52rgE8ubj6gjy0-oe2Exmh3hfpt6NznCXXzhobeFHnxy4TlyYUsu7MiFPXLhhlx4UGLAGnvkwjW58Ejhllx6pCbXZ3T580f_9Cxw9TmCImJkGghFRS6YClMGXqmiGTSoMFFciyRSqojSYnqkSAsFbjETJC8YT3ihioxwlfFoG62Wo1LuIixgdBZFYUxSmWSxTFkuOaUilYJI-L6HduyrvKmsCMtN_ZL3l_YcoPWWfV_QBwW_evkVTMhpfmiwfAXlT3oW
linkProvider National Library of Medicine
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Time-varying+compartmental+models+capture+hours-scale+variation+in+the+elimination+kinetics+of+vancomycin+in+rats&rft.jtitle=British+journal+of+pharmacology&rft.au=McDonough%2C+Matthew+H&rft.au=Gerson%2C+Julian&rft.au=Kippin%2C+Tod&rft.au=Meiring%2C+Wendy&rft.date=2025-07-01&rft.eissn=1476-5381&rft.volume=182&rft.issue=13&rft.spage=2986&rft_id=info:doi/10.1111%2Fbph.70020&rft_id=info%3Apmid%2F40150995&rft_id=info%3Apmid%2F40150995&rft.externalDocID=40150995