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Microelectronics Division
 Nanotechnology & Life-Sciences
 Division                                       Institute of Bioengineering
                                                Institute of Electrical Engineering




 Division of Clinical Pharmacology              Reconfigurable and Embedded
 and Toxicology                                 Digital Systems




Intelligent Integrated Systems for Personalized Medicine

ISyPeM

                                     ISyPeM                                           1
Long-term/highly critical drug therapies
A Personalized Medicine Approach

 Life-saving drug agents requiring careful
  monitoring
 Medical applications identified in the short term:
    HIV therapies
    Immunosuppression for organ transplant maintenance
    Anticancer therapies with tyrosine kinase inhibitors
 Development of a platform for computer-assisted
  real-time dose adjustment


                          ISyPeM                        2
Long-term/highly critical drug therapies
  A Personalized Medicine Approach
                Spread                                                           Provide              Provide
ACTIONS



                Therapeutic Drug                                                 a seamless           fully automated
                Monitoring                                                       connection with      drug monitoring
                culture                                                          databases and        and delivery
                                                                                 patient records

                    SHORT TERM                                                     MEDIUM TERM           LONG TERM

               Point-of-care                                                     Model building and   Low power circuits
TECHNOLOGIES




               pharmacokinetics                                                  personalization      for sensing and
               monitoring                                                                             biotelemetry
                                                                                 Localized and
                                                                                 remote processing              BT_LE

                                                                                                         MICS
               SW for dosing
               adjustment                                                                             Automated in vivo
                      3500

                      3000

                      2500
                                                                                                      delivery
                      2000

                      1500

                      1000

                       500

                        0
                         5:00   8:52   12:44 16:36   20:28   0:20   4:12   8:4
                                                                                        ISyPeM
                                                                                                                           3
Technologies in the framework of ISyPeM
    Bio and                                   Low power circuits and
                       ICT and algorithms       system architecture
Nanotechnologies            WP3 and 5
     WP1 and 4                                         WP2

 Miniaturized          Bayesian               Low power CMOS
biosensors for drug    algorithms              biosensor interface
and biomarker          implemented on
concentration          portable platforms       Low power radio
measurement                                    for WBAN node
(STMicroelectronics)    Formal modeling of
                       the therapeutic         Distribution and
 Advanced surface     protocol for            management of
functionalization      correctness             computing power on
(Arrayon Biotech.)     verification            embedded platforms

Drug delivery by
nanoporous
membranes                     ISyPeM                                 4
Bio and nanotechnologies



         Biosensing techniques for
     drug concentration measurements




                    ISyPeM             5
Bio and nanotechnologies
Quasi Label-free                   Analyte


                                                                         Label



     No drug                    Drug                                Drug
     No signal                 No signal                            Signal
                                             Analyte



                                                       Tag-Label

  Label-based
                   No drug                       Drug
                   No signal                     Signal

                                                          Analyte




   Label-free
                   No drug                       Drug
                   No signal    ISyPeM           Signal                      6
Bio and nanotechnologies
 Aptamers that change conformation

Oligo                                                          Binding
Library                                                             to
                                                                beads




                                                 Analyte


PCR                                                         Binding to
amplification                                                   target,
of                                                             release
selected                                                   from beads

 11/22/2011             ISyPeM Plenary Meeting                            7
Bio and nanotechnologies                              Institute of Bioengineering

Label-based sensing on miniaturized electrodes on silicon




                                             Temiz, IEEE Sensors, 2010
                              ISyPeM         Guiducci, APCCAS, 2010         8
                                             Guiducci, ISSCC 2010
Bio and nanotechnologies                            Institute of Bioengineering

Label-free sensing on miniaturized electrodes on silicon




                              ISyPeM                                      9
Bio and nanotechnologies                            Institute of Bioengineering

 Label-free sensing on miniaturized electrodes on silicon




Cappi et al, SPP 2011
                               ISyPeM                                     10
Nanotechnology & Life-Sciences
Bio and nanotechnologies
Nanoporous membrane for controlled delivery


 Silicon-based materials
 Biocompatible
 Electrically driven, integrable
  with actuation circuitry

Ultrathin (100 nm) nanoporous SiN membranes are
produced by combining Block-copolymers
lithography and standard microfabrication
processes (photolithography, wet/dry etching) –
diffusion through nanopores has been
demonstrated.                                       Popa, Nanotechnology, 2009
                                ISyPeM                                       11
Nanotechnology & Life-Sciences
Bio and nanotechnologies
Nanoporous membrane for controlled delivery
                    Grafting of poly(NIPAM) brushesinsideSiNnanopores
                    Permeability control by varying T below and above LCST, using
                    pelletier element or electricalactuator.




                     Surface modification with poly(NIPAM) hydrogel containing
                    gold NPs. Permeability control by external light inducing local heating of
                    gold NPs (optical-to-thermal energy conversion)

                                              hydrogel




                                                             unpublished
                                 ISyPeM                                                     12
ICT and algorithms                                             Institute of Electrical Engineering


Bayesian algorithms for Therapeutic Drug Monitoring
Other prediction strategies under investigation: Example-based learning algorithm




                                                      Imatinib.
                                                      tyrosine kinase inhibitor




                                                            Unpublished results
                                       ISyPeM                                             13
Low Power Circuits and System Architecture
Reconfigurable low-Power CMOS Biosensor Interface

                                                    Microelectronics Division




                                                              Institute of Bioengineering




       CMOS Interface to the biosensoris:
        Reconfigurable (Synchronous and Asynchronous Mode).
        Versatile (CyclicVoltammetry, ImpedanceSpectroscopy, Capacitive
         Sensing).                   ISyPeM   Balasubramanian, ISCAS 2010
                                                                       14
Low Power Circuits and System Architecture
Low-power Radio for WBAN node
Ability to communicate on MICS (Medical                          Microelectronics Division
Implant Communication Services) band
(400MHz)
AND
                                                                  Reconfigurable and
on Bluetooth Low Energy Extension (BT-LE at                       Embedded Digital Systems
2.4GHz) with the monitoring unit.


RF input
                                 Sampling RF front-end
 fc1,fc2             S/H mixer                                 Decimation
         Prefilter                                  I    0              I
                                 fC,1                        I
                      LNA
                                            S
                                                  fBB              fs   fBB To
                                                                            ADC
                                                  Q          Q          Q
       (Antialias)
                                        Sampling
                                         clock fs            Decimation,down
                                                                conversion
                                                         0    I          I
                                 fC,2               I
                                            S
                                                   fIF             fs   fBB To
                                                                            ADC
                                                   Q         Q          Q
                                                                     Heragu, ISCAS 2010
                                                ISyPeM                                       15
Low Power Circuits and System Architecture
icyflex embedded programming

                                          Reconfigurable and
                                          Embedded Digital Systems


                                         Microelectronics Division



                      Definition of drug management policies
                      Management of the control loop
                      Safe and secure transmission of data
                      Integration and miniaturization


                                                ISSCC 2010
                           ISyPeM                                    16
Industrial contribution

STMicroelectronics
 Development of a prototype of a point-of-care in vitro drug
measurement system
   • fully automated measurement system equipped with
   sample preparation functionalities


Arrayon Biotechnologies
 Functionalization of surfaces based on a polysaccharide
photolinkers called Optodex® to overcome the phenomenon
of non-specific interactions


                              ISyPeM                            17

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ISyPeM

  • 1. Microelectronics Division Nanotechnology & Life-Sciences Division Institute of Bioengineering Institute of Electrical Engineering Division of Clinical Pharmacology Reconfigurable and Embedded and Toxicology Digital Systems Intelligent Integrated Systems for Personalized Medicine ISyPeM ISyPeM 1
  • 2. Long-term/highly critical drug therapies A Personalized Medicine Approach  Life-saving drug agents requiring careful monitoring  Medical applications identified in the short term:  HIV therapies  Immunosuppression for organ transplant maintenance  Anticancer therapies with tyrosine kinase inhibitors  Development of a platform for computer-assisted real-time dose adjustment ISyPeM 2
  • 3. Long-term/highly critical drug therapies A Personalized Medicine Approach Spread Provide Provide ACTIONS Therapeutic Drug a seamless fully automated Monitoring connection with drug monitoring culture databases and and delivery patient records SHORT TERM MEDIUM TERM LONG TERM Point-of-care Model building and Low power circuits TECHNOLOGIES pharmacokinetics personalization for sensing and monitoring biotelemetry Localized and remote processing BT_LE MICS SW for dosing adjustment Automated in vivo 3500 3000 2500 delivery 2000 1500 1000 500 0 5:00 8:52 12:44 16:36 20:28 0:20 4:12 8:4 ISyPeM 3
  • 4. Technologies in the framework of ISyPeM Bio and Low power circuits and ICT and algorithms system architecture Nanotechnologies WP3 and 5 WP1 and 4 WP2  Miniaturized  Bayesian  Low power CMOS biosensors for drug algorithms biosensor interface and biomarker implemented on concentration portable platforms  Low power radio measurement for WBAN node (STMicroelectronics)  Formal modeling of the therapeutic Distribution and  Advanced surface protocol for management of functionalization correctness computing power on (Arrayon Biotech.) verification embedded platforms Drug delivery by nanoporous membranes ISyPeM 4
  • 5. Bio and nanotechnologies Biosensing techniques for drug concentration measurements ISyPeM 5
  • 6. Bio and nanotechnologies Quasi Label-free Analyte Label No drug Drug Drug No signal No signal Signal Analyte Tag-Label Label-based No drug Drug No signal Signal Analyte Label-free No drug Drug No signal ISyPeM Signal 6
  • 7. Bio and nanotechnologies Aptamers that change conformation Oligo Binding Library to beads Analyte PCR Binding to amplification target, of release selected from beads 11/22/2011 ISyPeM Plenary Meeting 7
  • 8. Bio and nanotechnologies Institute of Bioengineering Label-based sensing on miniaturized electrodes on silicon Temiz, IEEE Sensors, 2010 ISyPeM Guiducci, APCCAS, 2010 8 Guiducci, ISSCC 2010
  • 9. Bio and nanotechnologies Institute of Bioengineering Label-free sensing on miniaturized electrodes on silicon ISyPeM 9
  • 10. Bio and nanotechnologies Institute of Bioengineering Label-free sensing on miniaturized electrodes on silicon Cappi et al, SPP 2011 ISyPeM 10
  • 11. Nanotechnology & Life-Sciences Bio and nanotechnologies Nanoporous membrane for controlled delivery  Silicon-based materials  Biocompatible  Electrically driven, integrable with actuation circuitry Ultrathin (100 nm) nanoporous SiN membranes are produced by combining Block-copolymers lithography and standard microfabrication processes (photolithography, wet/dry etching) – diffusion through nanopores has been demonstrated. Popa, Nanotechnology, 2009 ISyPeM 11
  • 12. Nanotechnology & Life-Sciences Bio and nanotechnologies Nanoporous membrane for controlled delivery Grafting of poly(NIPAM) brushesinsideSiNnanopores Permeability control by varying T below and above LCST, using pelletier element or electricalactuator.  Surface modification with poly(NIPAM) hydrogel containing gold NPs. Permeability control by external light inducing local heating of gold NPs (optical-to-thermal energy conversion) hydrogel unpublished ISyPeM 12
  • 13. ICT and algorithms Institute of Electrical Engineering Bayesian algorithms for Therapeutic Drug Monitoring Other prediction strategies under investigation: Example-based learning algorithm Imatinib. tyrosine kinase inhibitor Unpublished results ISyPeM 13
  • 14. Low Power Circuits and System Architecture Reconfigurable low-Power CMOS Biosensor Interface Microelectronics Division Institute of Bioengineering  CMOS Interface to the biosensoris:  Reconfigurable (Synchronous and Asynchronous Mode).  Versatile (CyclicVoltammetry, ImpedanceSpectroscopy, Capacitive Sensing). ISyPeM Balasubramanian, ISCAS 2010 14
  • 15. Low Power Circuits and System Architecture Low-power Radio for WBAN node Ability to communicate on MICS (Medical Microelectronics Division Implant Communication Services) band (400MHz) AND Reconfigurable and on Bluetooth Low Energy Extension (BT-LE at Embedded Digital Systems 2.4GHz) with the monitoring unit. RF input Sampling RF front-end fc1,fc2 S/H mixer Decimation Prefilter I 0 I fC,1 I LNA S fBB fs fBB To ADC Q Q Q (Antialias) Sampling clock fs Decimation,down conversion 0 I I fC,2 I S fIF fs fBB To ADC Q Q Q Heragu, ISCAS 2010 ISyPeM 15
  • 16. Low Power Circuits and System Architecture icyflex embedded programming Reconfigurable and Embedded Digital Systems Microelectronics Division  Definition of drug management policies  Management of the control loop  Safe and secure transmission of data  Integration and miniaturization ISSCC 2010 ISyPeM 16
  • 17. Industrial contribution STMicroelectronics  Development of a prototype of a point-of-care in vitro drug measurement system • fully automated measurement system equipped with sample preparation functionalities Arrayon Biotechnologies  Functionalization of surfaces based on a polysaccharide photolinkers called Optodex® to overcome the phenomenon of non-specific interactions ISyPeM 17

Notas do Editor

  1. Our aim is to meet unmet healthcare needs.Medical and pharmaceutical progress is bringing up an increasing number of powerful, life-saving drug agents which must be administered on the long term and are known for important pharmacokinetic variability, thus requiring careful monitoring to avoid both inefficacy and toxicity.The project has the ambition to Target a much wider application spectrum. Platform..Potential medical applications are in HIV treatment, immunosuppression for organ transplant maintenance, anticancer therapy with tyrosine kinase inhibitors, etc. The laboratory and computer work related to the project started swiftly, with the health professionals formalizing conceptually the processes needed for treatment individualization. pharmacokinetic characterization of new drug agents has become mandatory from registration agencies during the last two decadespopulation pharmacokinetic modeling has progressed and is increasingly used in clinical research, the need for dosage individualization is more and more widely acknowledged among experts, especially regarding new critical therapies.
  2. RADIO_CSEM: integrated radio chip able to be interfaced to a portable phone. The chip will be ultra-low power and will communicate at 2.4GHz. It would be remotely charged by the phone.MICS (Medical Implant Communication Services) band (400MHz).Ability to talk on Bluetooth Low Energy Extension (BT-LE at 2.4GHz) with the monitoring unit.
  3. Lavoranovari partner sullostesso topic
  4. Can see receptors.They does not exist and have not been used for surface detection
  5. Can see receptors.They does not exist and have not been used for surface detection