Re: [NMusers] ERROR NUMBER OF BASIC PK PARAMETERS EXCEEDS VALUE OF NPARAM IN $MODEL

2019-07-30 Thread Leonid Gibiansky
Not sure why would we need NPARAM there, is it necessary? I think one 
can skip it.


On the different topic, expression for IWRES is not correct:

IWRES=IRES/(IPRED * EPS(1) + EPS(2))

This is the version that should be used:

IWRES=IRES/SQRT(IPRED**2 * SIGMA(1,1) + SIGMA(2,2))

Also it is more traditional to define IRES=DV-IPRED (negative residual 
corresponds to over-predictions; observed=predicted + residual error).


Regards
Leonid


On 7/29/2019 2:49 PM, Paul Hutson wrote:
I’ve fixed it by increasing NPARAM until it worked (increasing to 7), 
but can anyone explain why I get this message for a 3 compartment model 
with additional compartments to output a time above a concentration 
threshold (#4) and AUC while above that concentration threshold (#5)?  
It appears that NONMEM wants additional parameters added to NPARAM when 
I added calculated value CC in the $DES block.  What is also odd to me 
is that the fault is called on the line defining DADT(2). Thanks in 
advance. Paul


$SUBROUTINES ADVAN6 TOL=3

$MODEL NCOMP=5 NPARAM=6

COMP=(CENTRAL DEFDOSE DEFOBS)

COMP=(TISU1)

COMP=(TISU2)

COMP=(TTIME)

COMP=(AUCC)

;--PK BLOCK

$PK

MIC=0.12 ; SEEKING TIME AND AUC ABOVE 0.12 MCG/ML

TVCL = POP_CL

TVV1=POP_V1

TVQ2=POP_Q2

TVV2=POP_V2

TVQ3=POP_Q3

TVV3=POP_V3

CL=TVCL * EXP(ETA(1))

V1=TVV1 * EXP(ETA(2))

Q2=TVQ2 * EXP(ETA(3))

V2=TVV2 * EXP(ETA(4))

Q3=TVQ3 * EXP(ETA(5))

V3=TVV3 * EXP(ETA(6))

K10=CL/V1

K12=Q2/V1

K21=Q2/V2

K13=Q3/V1

K31=Q3/V3

;DES BLOCK

$DES

CC=A(1)/V1

RT=0

IF(CC.GT.MIC) RT=1

DADT(1) = - A(1) * (K10 + K12 + K13) + A(2) * K21  + A(3)*K31

DADT(2) = A(1) * K12 - A(2) * K21

DADT(3) = A(1) * K13 - A(3) * K31

DADT(4)=RT ; TIME ABOVE THRESHOLD TAT

DADT(5)=RT*CC ; AUC ABOVE THRESHOLD AUCAT

;- ERROR MODEL --

$ERROR

IPRED = F

    IRES=IPRED-DV

    Y=IPRED * (1 + EPS(1)) + EPS(2)

    IWRES=IRES/(IPRED * EPS(1) + EPS(2))

TAT=A(4)

AUCAT=A(5)

TIS2 = A(2)/V2

TIS3 = A(3)/V3

Paul Hutson, PharmD, BCOP

Professor

UWisc School of Pharmacy

T: 608.263.2496

F: 608.265.5421





[NMusers] ERROR NUMBER OF BASIC PK PARAMETERS EXCEEDS VALUE OF NPARAM IN $MODEL

2019-07-30 Thread Paul Hutson
I've fixed it by increasing NPARAM until it worked (increasing to 7), but can 
anyone explain why I get this message for a 3 compartment model with additional 
compartments to output a time above a concentration threshold (#4) and AUC 
while above that concentration threshold (#5)?  It appears that NONMEM wants 
additional parameters added to NPARAM when I added calculated value CC in the 
$DES block.  What is also odd to me is that the fault is called on the line 
defining DADT(2). Thanks in advance. Paul

$SUBROUTINES ADVAN6 TOL=3
$MODEL NCOMP=5 NPARAM=6
COMP=(CENTRAL DEFDOSE DEFOBS)
COMP=(TISU1)
COMP=(TISU2)
COMP=(TTIME)
COMP=(AUCC)

;--PK BLOCK
$PK
MIC=0.12 ; SEEKING TIME AND AUC ABOVE 0.12 MCG/ML

TVCL = POP_CL
TVV1=POP_V1
TVQ2=POP_Q2
TVV2=POP_V2
TVQ3=POP_Q3
TVV3=POP_V3

CL=TVCL * EXP(ETA(1))
V1=TVV1 * EXP(ETA(2))
Q2=TVQ2 * EXP(ETA(3))
V2=TVV2 * EXP(ETA(4))
Q3=TVQ3 * EXP(ETA(5))
V3=TVV3 * EXP(ETA(6))

K10=CL/V1
K12=Q2/V1
K21=Q2/V2
K13=Q3/V1
K31=Q3/V3

;DES BLOCK
$DES
CC=A(1)/V1

RT=0
IF(CC.GT.MIC) RT=1

DADT(1) = - A(1) * (K10 + K12 + K13) + A(2) * K21  + A(3)*K31
DADT(2) = A(1) * K12 - A(2) * K21
DADT(3) = A(1) * K13 - A(3) * K31

DADT(4)=RT ; TIME ABOVE THRESHOLD TAT
DADT(5)=RT*CC ; AUC ABOVE THRESHOLD AUCAT
;- ERROR MODEL --
$ERROR
IPRED = F
   IRES=IPRED-DV
   Y=IPRED * (1 + EPS(1)) + EPS(2)
   IWRES=IRES/(IPRED * EPS(1) + EPS(2))
TAT=A(4)
AUCAT=A(5)
TIS2 = A(2)/V2
TIS3 = A(3)/V3

Paul Hutson, PharmD, BCOP
Professor
UWisc School of Pharmacy
T: 608.263.2496
F: 608.265.5421



[NMusers] Quantitative Clinical Pharmacology Position at GSK

2019-07-30 Thread Chao Chen
We have an exciting opportunity at GlaxoSmithKline (GSK) for a highly motivated 
Quantitative Clinical Pharmacologist to join our London team as part of the 
global department of Clinical Pharmacology Modelling & Simulation. This is an 
excellent role to use quantitative clinical pharmacology to accelerate the 
delivery of new medicines to patients by enhancing drug program efficiency and 
business decision quality. The work directly supports our mission to help our 
patients do more, feel better and live longer.
Responsibilities will include:
1. Plan, execute and report translational drug-disease modelling, 
exposure-response analysis, simulation-based trial design and population 
clinical pharmacology
*   2. Contribute to clinical program design, trial protocols, analysis 
plans, study reports and regulatory submissions
*   3. Apply innovative techniques such as longitudinal exposure-response 
analysis, model-based meta-analysis and item-response analysis to improve data 
use and trial efficiency
*   4. Present strategy and discuss outcome of model-based approaches via 
interactions with internal governance boards and regulatory agencies
*   5. Promote model-informed drug discovery and development through 
external collaboration, journal publication and conference presentation
Qualification requirements:
1. A doctorate relevant to Quantitative Clinical Pharmacology, and experience 
in using modelling/simulation to solve practical problems in industry or 
academia
2. Proven skills in pharmacokinetic-pharmacodynamic and longitudinal disease 
modelling; and verifiable proficiency in pharmacometric tools NONMEM, Monolix, 
R or SAS
3. Strong drive and learning agility to build knowledge on a drug-disease 
system, symptom progression, standard of care, and trial design and endpoints
4. Demonstrated aptitude for productive collaboration in a multi-discipline 
team, using effective communication and taking personal accountability for 
timely delivery of results
5. Clear evidence of ability to make sound judgement in complex situations and 
adapt to changing business needs by prioritising multiple tasks
The job level will depend on the skills and achievements of the successful 
candidate. At GSK, we develop therapies of various modalities for a broad range 
of indications. As a member of a global department with diverse expertise, you 
will enjoy a highly supportive environment for scientific innovation, business 
impact and professional growth. This position is open for application till 
Wednesday 5th August 2019. Interested persons are encouraged to apply online 
here.
Chao Chen
Clinical Pharmacology Modelling & Simulation
GlaxoSmithKline R


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[NMusers] Postdoc position available at CUHK, Hong Kong

2019-07-30 Thread Xiaoyu Yan
*Job Description*



   - School of Pharmacy at Chinese University of Hong Kong (CUHK) is
   offering a postdoc positions for 24 months.
   - The project aims to study normal or disease related herb-drug
   interactions using PK modelling and artificial intelligent technologies.
   - The project will be in collaboration with recognized experts from
   Department of Computer Science and Engineering, CUHK in the field of Big
   Data Analytics and Natural Language Processing.
   - The candidates will have access to our close-source drug information
   databases and will be responsible for the development and evaluation of
   drug related models.


*Job Qualifications*



   -  A doctoral (Ph.D. or equivalent) degree in pharmaceutical sciences,
   applied mathematics,  engineering, (bio)statistics, clinical pharmacology
   or a related life sciences field.
   - Experience with computer programming would be an asset as well
   as familiarity with common modelling methodologies.
   - A background in basic pharmacology, genetics, pharmacometrics, PBPK
   and/or systems pharmacology is considered beneficial.
   - Candidates will be assessed for their ability to work as part of the
   team, communication skills, track record of publications and demonstrated
   motivation and passion.




*To Apply*

   -
*You can send your CV to xiaoyu...@cuhk.edu.hk  *


Thanks,
Xiaoyu

Assistant Professor

School of Pharmacy

Faculty of Medicine

The Chinese University of Hong Kong

Tel: (852) 3943 5012

Fax: (852) 2603 5295

Email:xiaoyu...@cuhk.edu.hk