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Imaging of hypoxia
  Philippe Lambin

 Octobre 12th 2012



     This course is funded with the support of the METOXIA project
                       under the FP7 Programme.
Learning objectives

1. Know the advantages and disadvantages of hypoxia
   imaging

2. Be able to name the various hypoxia imaging
   modalities with some basic features
Advantage of imaging: 3D & non invasive
Advantageous compared to IHC, gene-miRNA signatures
  because tumours are heterogeneous in space




                               Courtesy of B. van der Kogel
Disadvantage: The oxygen distribution
               inside a voxel

                       Measured voxel pO2 is average
                       pO2 of the cells inside it.
                       Each voxel contains a mixture
                       of cells at different oxygen
                       concentrations.
                       Ignoring this will affect the
                       correct choice of dose.




4
Why should we do it?
For prognosis (Give prognosis of disease outcome
  regardless of therapy)

For prediction (Predict outcome with a specific therapy &
  allow to adapt treatment (drugs, boost BTV…)

As endpoint (secondary or primary: e.g. reduction of
  hypoxia with nitroglycerine patch, pattern of
  relapse…)

For research purposes (no immediate clinical benefit)
How to measure tumor oxygenation ?

    Non Imaging methods                   Imaging methods

•   Polarographic measurements       •   Hypoxia markers
     •   Eppendorf®                       •   Nitroimidazoles PET/SPECT
                                          •   CA9 ligands PET/SPECT

•   Optical measurements             •   MR
     •   Phosphorescence                  •   19F relaxation
     •   Fluorescence (OxyLite ®)         •   BOLD
                                          •   DCE-MRI
•   Hypoxia markers                       •   1H relaxation

     •   Nitroimidazoles
          •   Immunohistochemistry   •   EPR-related methods
•   Gene signatures

•   Blood biomarkers
                                                B. Gallez, NMR Biomed. 2004, 17, 240
How to measure tumor oxygenation ?
                                         Oxygen-sensitive
           Real oxygen
                                          measurements
          measurements
                                   •   NMR
•   Polarographic measurements          • DCE-MRI
    •   Eppendorf®                      • BOLD
•   Optical measurements                • 1H relaxation
    •   Fluorescence (OxyLite ®)

•   EPR-related methods            •   Hypoxia markers
                                        • Nitroimidazoles
•   MRI                                    • Immunohistochemistry
        19F   relaxation
    •                                      • PET/SPECT
                                        • CA9 ligands PET/SPECT


                                   •   Gene signatures

                                   •   Blood biomarkers
How to measure tumor oxygenation ?
           Invasive                          Imaging
     Or not immediately                Clinically applicable
      clinically applicable
                                   •   NMR
•   Polarographic measurements          •   DCE-MRI
    •   Eppendorf®                      •   BOLD
                                        •   1H relaxation
•   Optical measurements
    •   Fluorescence (OxyLite ®)
                                   •   Hypoxia markers
                                        •   Nitroimidazoles PET/SPECT
•   EPR-related methods                 •   CA9 ligands PET/SPECT

•   MRI
    •   19F   relaxation
Ideal clinical oxygen imaging modality

• Able to distinguish normoxia/hypoxia/anoxia/necrosis
• Able to distinguish between perfusion-related and diffusion-related
  hypoxia (sensitive to changes of hypoxia)
• Able to reflect cellular oxygenation in preference to vascular oxygenation
• Be applicable to any tumor site
• Simple to perform, non toxic and allowing repeated measurements
• Sensitive at pO2 relevant to tumor therapies       A. Padhani, Eur. Radiol. 2007, 17, 861.


• Results independant of the timing of imaging
EPR (Electron Paramagnetic Resonance) Oximetry
                                                   B. Gallez, NMR Biomed. 2004,17, 240
O2 dependent broadening of the EPR
linewidth (LW) of a paramagnetic O2                                       nitrogen
sensor implanted in the tumor                               air

A particular material can be calibrated
in terms of the effect of oxygen on the
LW
                                           3168                    3318                3468
                                                             Magnetic Field (G)

When introduced in vivo, the                       40


measurement of LW can be                           30


interpreted in terms of oxygenation in

                                          LW (G)
                                                   20

the vicinity of the probe                          10


                                                    0
                                                        0           7             14          21

                                                                          % O2
Non-invasive imaging of chronic and
cycling tumour hypoxia in xenografts with
                  EPR




         Yasui et al., 2010, Can Res, 70:6427-6436.
EPR (Electron Paramagnetic Resonance) Oximetry
                                                               
•   Absolute measurement of pO2
                                              •   1GHz: penetration depth of 1 cm
•   High sensitivity at low pO2: variations
    lower than 1 mm Hg can be                 •   Not applicable immediately into the
    measured                                      clinic: pionneer clinical studies
•   Minimally         invasive:      few          ongoing in Dartmouth Medical
    microparticles should be introduced           School on superficial tumors
    in the tissue (invasive only the first
    time)
•   Measurements can be repeated from
    the same site over long periods of
    time (hours, days, months)



                                                                N. Khan, Antiox. Redox. Signal. 2007, 9, 1169
19F-relaxometry

• Intratumoral injection of PFC (i.e. hexafluorobenzene, single 19F line)
• Measurement of the R1 relaxation of 19F relaxation that is strongly dependent on pO2
• Maps of pO2




                          Mason RP et al, IJROBP 1998, 42, 747; and following works of Mason’s group
19F-relaxometry


Rapid estimation of R1 using SNAP-IR sequence

Simultaneous monitoring using 19F-MRI and fiber optic probes




                                                            B. Jordan
                                                       MRM 2009, 61, 634-638
19F-relaxometry


                                                      
   Rather sensitive method             Problem to inject the PFC in the
   Quantitative    method:   pO2        entire tumor
    values                              The technique is likely to slightly
   No 19F NMR          background       overestimate pO2
    signal in tissues                   Not applicable for chronic
   Good temporal & spatial              purposes (only acute studies)
    resolutions for O2 mapping          Toxicity concerns with some PFCs
                                        Lack of translation into the clinic
                                         (invasiveness, 19F coils)
DCE-MRI
                  Attempt to correlate DCE-MRI parameters with tumor hypoxia




                                                Ktrans significantly higher
                                                for radiation sensitive tumors
                                                        without hypoxia
                                                   than for radiation resistant
                                                  tumors with hypoxic regions

   (Gribbestad., Dynamic Contrast-Enhanced
Magnetic Resonance Imaging in Oncology, 2006)



                                                                     K Gullisksrud, Radiother. Oncol. 2011, 98, 360
Dynamic MRI of cervix carcinoma
                                       A. T2-weighted spin echo image
                                   a   B. [Gd] max image
                                       C. [Gd] time-to-peak image




                                   2
               4
                                   3
A              B          1

                   [Gd]                1
                                       2
                                       3
                                       a


                                       4




                                   t

C   C          D      D
                                           Modified from:J. Barentsz
Tumor Oxygenation




Perfusion        Oxygen
               consumption
High O2 consumption rate by tumor cells

                       Cancer cells consume oxygen at
                        high rate, even if they generally
                        present a highly glycolytic
                        metabolism



                       This high consumption rate
                        significantly contributes to the
                        tumor hypoxia resulting from the
                        imbalance     between     oxygen
                        delivery and oxygen consumption
Strategies to decrease the oxygen consumption
        by tumor cells and potentiate radiotherapy
                                                         Theoretical simulations:

                                        To alleviate tumor hypoxia,
                                   decreasing the O2 consumption rate of
                                   tumor is more effective than increasing
                                              oxygen delivery
                                                             Secomb, Acta Oncol. 1995 34, 313




                               Pre-clinical studies
•   Meta-iodobenzylguanidine   JE Biaglow, IJROBP 1998, 42, 871
•   Nitric oxide donors        B. Jordan, Int. J. Cancer 2004, 109, 768
•   Insulin                    B. Jordan, Cancer Res. 2002, 62, 3555
•   NSAIDs                     N. Crokart, Cancer Res. 2005, 65, 7911
•   Glucocorticoids            N. Crokart, Clin. Cancer Res. 2007, 13, 630
•   SU5416, ZD6474             R. Ansiaux, Cancer Res. 2006, 66, 9698; Radiat. Res. 2009, 172, 584
•   Propylthiouracil           B. Jordan, Radiat. Res. 2007, 168, 428
•   Arsenic trioxide           C. Diepart, submitted
DCE-MRI

                                                    
   Trend     of       perfusion      No absolute values of pO2
    parameters to differentiate
                                      It is unlikely that a treshold value
    between hypoxic vs normoxic
                                       of a DCE-MRI parameter will
    tumors
                                       predict the radiosensitivity
   Clinically usable
                                      Tumor perfusion is not the main
                                       or sole factor that is responsible
                                       for the tumor oxygenation
                                       (oxygen consumption)
BOLD-MRI – R2*
       From fMRI                              ……           to tumor oxygenation




                                                                        Carbogen
                                                                        breathing



                                                   Level of blood oxygenation 
 Oxy-Hemoglobin: diamagnetic                       DeoxyHb  /OxyHb  blood content 
Deoxy-Hemoglobin: Paramagnetic                      SI




     S. Ogawa et al, PNAS 1990, 87, 9868


                                                           GS Karczmar, NMR Biomed 1994, 12, 881
                                                           SP Robinson, IJROBP 1995, 33, 855
                                                           F Howe, MRI 1999, 17, 1307
BOLD-MRI




T2* is sensitive to the relative Hb/HbO2 ratio in
                      vessels:

           Blood oxygen saturation
                 Hematocrit
                Blood volume
Basal R2* and tumor oxygenation




Correlation between pimonidazole uptake                            Inverse correlation between pimoninazole
     and high R2* in prostate cancer                               uptake and R2* values in mammary tumors
       PJ Hoskin, IJROBP 2007, 68, 1065                                        McPhail, Radiology 2010, 254, 110



                            R2*: phenotype specific ?
          Requires simultaneous measurements of vasculature function ?
                                          AR Padhani, Radiology 2010, 254, 1
Change in R2* and change in tumor oxygenation
 Comparison with OxyLite: simultaneous measurement of R2* and pO2

        BOLD signal response correctly reflected the evolution of tumor
                        oxygenation in carbogen challenge




       pO2

                                                           C. Baudelet and B. Gallez
                                                              Magn.Reson. Med.
                                                                 2002;48:980.
                                Local

BOLD signal

                                Whole tumor


                    T2*w SI                T2*
Tumor Oxygenation




Perfusion        Oxygen
               consumption
Change in R2* and change in tumor oxygenation
 Increase in pO2 through changes in O2 consumption

   Insulin infusion                    Control                NS-398




                Changes in BOLD signal and R2* in tumors
         do not depend uniquely on changes in oxygenation status
                           B. Jordan, MRM 2006, 56, 637
BOLD-MRI and R2*

                                                      
   Variations in tumor oxygenation      No absolute values of pO2
    can be qualitatively measured
                                         The value    of   basal     R2*   is
    during carbogen breathing
                                          debatable
   Rapid dynamic measurement
                                         Variation in R2* cannot predict
   Clinically usable                     changes in oxygenation induced
                                          by treatments modulating the
                                          oxygen consumption
T1-based measurements
                                               O2
               H20          H20
                      H20                H20        H20
                O2          O2      O2     O2             O2
              H20        H20 Carbogen H20      H20
                                          H20
                     H20     breathing O2        H20
                                              O2



                 Dissolved oxygen acts
    as a T1-shortening paramagnetic contrast agent

Oxygen produces changes in relaxation rate R1 of water




                                                               KI Matsumoto, MRM 2006, 56, 240
T1-based measurements
                        MOBILE
Mapping of Oxygen By Imaging Lipids Relaxation Enhancement
                                                          R1 (Lipids @ ~ 3.5 ppm)
                                                          R1 (H2O)                                     50
                                              0.2
                                                                                                       40




                                                                                          pO2 (mmHg)
                  relative change (%)
                                                                                                       30
                                              0.0
                                                                                                       20
                                                    air          carbogen    postmortem                                             post
                                                                                                       10
                                                                                                                                   mortem
                                          -0.2                                                         0        air   carbogen
                                                                                                            0         50           100
                                                                                                                      time (min)
                                          -0.4

                                              20
                                                          R1 (Lipids @ ~ 3.5 ppm)
                        relative change (%)




                                              15          R1 (H2O)

                                              10
Pooled results                                 5
    N=5
                                               0
                                                                               en
                                                        r
                                                      ai




                                                                             og




                                              -5
                                                                           rb
                                                                         ca
Nitroimidazole-based PET: How does it work?
 Nitro-imidazoles mechanism of uptake
    vascular space                     cellular compartment


                                                      e- reduction           e- reduction
         RNO2                         RNO2                           RNO2-                   RNH2
                          necrosis
                                                                                     hypoxia
                                           normoxia

                                                                                            retention
                                                      metabolites

• Initial distribution is flow dependent
• Local oxygen tension = main determinant for long-term retention
     • NO2 reduction in radical anion;
     • if O2 is present, back to the original structure
     • in absence of O2, second reduction with product binding to macromolecules
     • depends on the nitroreductase activity
     • generally assumed to have retention under 10 mm Hg
Rat rhabdomyosarcoma: optimizing imaging conditions with HX4


                                                                                             NS       NS
                                                                                    **
                                                        8




                            max Tissue to Blood ratio
                                                                            *
                                                        6
                                                                    *
                                                        4


                                                        2


                                                        0
                                                            0   1       2       3        4        5        6
                  4h p.i.                                       Time (hours) after injection


                            Dubois et al. PNAS 2011
Is there a significant correlation between pimonidazole
   staining (“the gold standard”) and HX4 uptake?
Validation of 18F-HX4 uptake using IHC (setup)

                                            HEAD
                                                                                b
                                                                            a       d
                                                                                c




                                        a     b        c      d

                       DORSAL                                     VENTRAL




                                            TAIL
    region selection
                                            %HX4 per region
    based on CT

                                Dubois et al. PNAS 2011
Validation with pimonidazole IHC: first results




                                               Courtesy of B. van der Kogel
                     Dubois et al. PNAS 2011
Validation of 18F-HX4 uptake using IHC (results)



                                             %PIMO vs %HX4 summary

                                                         Spearman R            p-value

                                             total                    0.6000              0.2848

                                             regions                  0.7222             < 0.0001

                                             III-1                    0.7334              0.0028

                                             III-2                    0.6588              0.0055

                                             I-2                      0.9046             < 0.0001

                                             II-3                     0.8202              0.0002

                                             III-3                    0.6627              0.0733

                     n = 76




                              Dubois et al. PNAS 2011
Is there a causal relationship between hypoxia and HX4
   uptake?
[18F]HX4 accumulation is oxygen dependent

   Basal scan    Carbogen/Nicotinamide




   Basal scan    7% oxygen breathing
                                         Dubois et al. PNAS 2011
Which hypoxic biomarker is the best?
Hypoxia PET tracers
Nitro-imidazoles:
                                18F-FMISO
                                                 Hypoxia     18F-FAZA                 18F-HX4
                                                 sensitive
                    Rest                           part
                    group

      Positron-
      emitting
    radionuclide




• Clearance:                Liver –intestine –          Kidney – intestine –   Kidney – bladder
                            kidney                      liver

• Hydrophilicity:
Tumor to blood




S. Peeters et al. In preparation
Imaging Hypoxia
                                      Prognostic value of outcome

          F-MISO PET in 73 patients
              with H&N cancer

               FMISO Tumor/Blood
            is a prognostic measure
                 of the outcome

         JG Rajendran, Clin. Cancer Res. 2006, 12, 5435




Correlation also found in:

FMISO PET in 40 patients with H&N cancer
SM Eschmann, J. Nucl. Med. 2005, 46, 253


No correlation found in:

FMISO PET in 20 patients with H&N cancer
NL Lee, IJROBP 2009, 75, 201
(A)        Baseline [18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET) of patient with
                    T2N2b squamous cell carcinoma of the pyriform fossa with left nodal mass


                                                                              (A)   Baseline [18F]-fluorodeoxyglucose
                                                                                    (FDG) positron emission
                                                                                    tomography (PET) of patient with
                                                                                    T2N2b squamous cell carcinoma of
                                                                                    the pyriform fossa with left nodal
                                                                                    mass.
                                                                              (B)   (B) [18F]-fluoromisonidazole
                                                                                    (FMISO) -PET at baseline,
                                                                                    nonhypoxic primary tumor, and
                                                                                    hypoxic node.


                                                                              (C)   C) FDG-PET 12 weeks after
                                                                                    chemoboost, complete response in
                                                                                    nonhypoxic primary tumor, and
                                                                                    poor response in hypoxic node.
                                                                                    Residual tumor in nodal mass was
                                                                                    confirmed pathologically after neck
                                                                                    dissection.


                         Rischin, D. et al. J Clin Oncol; 24:2098-2104 2006

      Copyright © American Society of Clinical Oncology
Phase 1 HX4 imaging: clinically feasible?
                                                                                                         Van Loon et al, EJNM 2010




                                                                             1,6


                                                                             1,2




                                                                       T/M
CT delineated tumor                                                          0,8

                                             [18F]HX4   accumulation
                                                                             0,4


                                                                              0
                                                                                   30               60                 120
                                                                                        Tim e (m in) after injection
                      Van Loon J. et al. EJNM 2010
NSCLC Stage IIIB
                            18HX4-PET
CT




          Van Loon et al. Eur J Nucl Med Mol Imaging. 2010
Time to local failure (Kaplan-Meier method) by treatment arm and hypoxia in the primary
           tumor (censored times are indicated as tick marks on the curves)




                         Rischin, D. et al. J Clin Oncol; 24:2098-2104 2006

Copyright © American Society of Clinical Oncology
Zips et al. Radiother Oncol 2012
Zips et al. Radiother Oncol 2012
Biomarker: Hypoxia (F-MISO PET)
                0 Gy                                               10 Gy                20 Gy             40 Gy

 [18F]Misonidazol




                                                                           Zips et al
    [18F]Misnidazole
 [18F]FDG




                                                                                                Zips , Kotzerke, Baumann et al.

Department of Radiation Oncology M. Baumann |Regaud Lecture 2012
Radiolabelled nitroimidazoles

                                                      
   Hypoxia-sensitive method             No absolute values of pO2
   Relevant       to   estimate         Poor correlation with pO2 values
    radioresistant       relevant         for some tracers
    hypoxia (< 10 mm Hg)
                                         Accumulation dependent on the
   Clinically usable                     level of nitroreductases
   Prognostic value (especially if
    repeated)
Imaging of tumor acute hypoxia
          Spontaneous fluctuations in tumor oxygenation/perfusion


 Technique          Spatial      Temporal     Characteristics   Reference
                  resolution     resolution

NITRO-PET          4.2 mm        Day 1,2,5        Hypoxia          Wang,
                                                                  Med. Phys.
                                                (More or less   2009, 36, 4400
                                              than 10 mm Hg)
 DCE-MRI        0.5x0.2 mm3       15 min       Flow variation      Brurberg,
                                                                     MRM
                                                                 2007, 58, 473

T2*w-GE MRI     470x470 µm2        12.8s       Oxygen/flow         Baudelet,
                                                                Phys. Med. Biol.
                                                variation       2004, 49, 3389

  19F-MRI         1.88 mm         1.5 min      Quantitative        Magat,
                                                                  Med. Phys.
                                                  pO2           2010, 37, 5434

   EPRI            1.8 mm          3 min       Quantitative         Yasui,
                                                                 Cancer Res.
                                                  pO2           2010, 70, 6427
In vivo CAIX specific sulfonamide accumulation is reversible upon
                           reoxygenation
                                                                Dubois et al, Radiother & Oncol 2009




                         Dubois et al, Radiother & Oncol 2009
                                                                                    *P < 0.05; **P < 0.01
Imaging of CAIX with antibody




                                                             MAb-N-succinyldesferal-89Zr (MAb-N-sucDf-89Zr) (*)




 PET images of mice with tumor located subcutaneously on
right hind leg at 4 (A) and 24 h (B) after injection. p.i. = after
         injection; SUV = standardized uptake value.
                     This course is funded with the support of
             Hoeben, Kaanders et al. 2010 Jul;51(7):1076-83.
                      the METOXIA project under the FP7
                                   Programme.
How to include hypoxia imaging in
            the clinic?
Exploiting intra patient heterogeneity for dose painting of radiation
Intensity modulated radiation therapy (IMRT)




   Galvin, J. Clin. Oncol. 2007, 25, 924




                Possibility to sculpt the doses as a function of possible needs
Hypoxia Guided IMRT:
               dose escalation in hypoxic areas
Dose Painting by Contours

                                         Proof-of-concept using Cu-ASTM

                                              KSC Chao, IJROBP 2001, 49, 1171




Dose Painting by Numbers
                                                Theoretical feasibility
       0.4
                                                  using 18F-FMISO
                         0.6
       1.9                                       Dose prescription
                         1.1
                                              based on tumor hypoxia
                   2.7
                                                  D. Thorwarth, IJROBP 2007, 68, 291
             2.9                                      Z. Lin, IJROBP 2008, 70, 1219
                                                       NY Lee, IJROBP 2008, 70, 2
                                              I. Toma-Dasu, Acta Oncol. 2009, 48, 1181
                                               W. Choi, Radiother. Oncol. 2010, 97, 176
Hypoxia Guided IMRT:
               dose escalation in hypoxic areas
Dose Painting by Contours

                                         Proof-of-concept using Cu-ASTM

                                              KSC Chao, IJROBP 2001, 49, 1171




Dose Painting by Numbers
                                                Theoretical feasibility
       0.4
                                                  using 18F-FMISO
                         0.6
       1.9                                       Dose prescription
                         1.1
                                              based on tumor hypoxia
                   2.7
                                                  D. Thorwarth, IJROBP 2007, 68, 291
             2.9                                      Z. Lin, IJROBP 2008, 70, 1219
                                                       NY Lee, IJROBP 2008, 70, 2
                                              I. Toma-Dasu, Acta Oncol. 2009, 48, 1181
                                               W. Choi, Radiother. Oncol. 2010, 97, 176
Conclusions

• To bridge the gap between hypoxia-induced
  radioresistance and optimized radiotherapeutic
  treatment with drugs
  – Oxygenation imaging is mandatory
  – Qualification of oxygenation biomarkers is still mandatory
    at the pre-clinical and the clinical level
  – There is a crucial need to validate the value of hypoxia-
    gimaging inprospective trials with interventions


                      ISMRM 2011: Clinical Needs and Research Promises
Acknowledgements
University of Maastricht
    – Ludwig Dubois *          University of Nijmegen (The Netherlands)
    – Judith van Loon                – Albert van der Kogel
                                     – Jan Bussink
    – Sarah Peeters                  – Hans Kaanders
    – Karen Zeghers
                               University of Amsterdam (VUmc)
                                     – Guus van Dongen
                                     – Bert Windhorts
                                     – Jonas Eriksson


                               University of Florence (Italy)
                                     – Andrea Scozzafava
                                     – Claudiu Supuran
    Euroxy-Metoxia 6th & 7th
       Framework               University of Brussels (UCL)
                                     – Bernard Gallez*
                                     – Vincent Grégoire
                               Our patients (No immediate benefit for
                                   them)
    NIH (USA)

    Siemens MI

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Clinical Imaging Hypoxia

  • 1. Imaging of hypoxia Philippe Lambin Octobre 12th 2012 This course is funded with the support of the METOXIA project under the FP7 Programme.
  • 2. Learning objectives 1. Know the advantages and disadvantages of hypoxia imaging 2. Be able to name the various hypoxia imaging modalities with some basic features
  • 3. Advantage of imaging: 3D & non invasive Advantageous compared to IHC, gene-miRNA signatures because tumours are heterogeneous in space Courtesy of B. van der Kogel
  • 4. Disadvantage: The oxygen distribution inside a voxel Measured voxel pO2 is average pO2 of the cells inside it. Each voxel contains a mixture of cells at different oxygen concentrations. Ignoring this will affect the correct choice of dose. 4
  • 5. Why should we do it? For prognosis (Give prognosis of disease outcome regardless of therapy) For prediction (Predict outcome with a specific therapy & allow to adapt treatment (drugs, boost BTV…) As endpoint (secondary or primary: e.g. reduction of hypoxia with nitroglycerine patch, pattern of relapse…) For research purposes (no immediate clinical benefit)
  • 6. How to measure tumor oxygenation ? Non Imaging methods Imaging methods • Polarographic measurements • Hypoxia markers • Eppendorf® • Nitroimidazoles PET/SPECT • CA9 ligands PET/SPECT • Optical measurements • MR • Phosphorescence • 19F relaxation • Fluorescence (OxyLite ®) • BOLD • DCE-MRI • Hypoxia markers • 1H relaxation • Nitroimidazoles • Immunohistochemistry • EPR-related methods • Gene signatures • Blood biomarkers B. Gallez, NMR Biomed. 2004, 17, 240
  • 7. How to measure tumor oxygenation ? Oxygen-sensitive Real oxygen measurements measurements • NMR • Polarographic measurements • DCE-MRI • Eppendorf® • BOLD • Optical measurements • 1H relaxation • Fluorescence (OxyLite ®) • EPR-related methods • Hypoxia markers • Nitroimidazoles • MRI • Immunohistochemistry 19F relaxation • • PET/SPECT • CA9 ligands PET/SPECT • Gene signatures • Blood biomarkers
  • 8. How to measure tumor oxygenation ? Invasive Imaging Or not immediately Clinically applicable clinically applicable • NMR • Polarographic measurements • DCE-MRI • Eppendorf® • BOLD • 1H relaxation • Optical measurements • Fluorescence (OxyLite ®) • Hypoxia markers • Nitroimidazoles PET/SPECT • EPR-related methods • CA9 ligands PET/SPECT • MRI • 19F relaxation
  • 9. Ideal clinical oxygen imaging modality • Able to distinguish normoxia/hypoxia/anoxia/necrosis • Able to distinguish between perfusion-related and diffusion-related hypoxia (sensitive to changes of hypoxia) • Able to reflect cellular oxygenation in preference to vascular oxygenation • Be applicable to any tumor site • Simple to perform, non toxic and allowing repeated measurements • Sensitive at pO2 relevant to tumor therapies A. Padhani, Eur. Radiol. 2007, 17, 861. • Results independant of the timing of imaging
  • 10. EPR (Electron Paramagnetic Resonance) Oximetry B. Gallez, NMR Biomed. 2004,17, 240 O2 dependent broadening of the EPR linewidth (LW) of a paramagnetic O2 nitrogen sensor implanted in the tumor air A particular material can be calibrated in terms of the effect of oxygen on the LW 3168 3318 3468 Magnetic Field (G) When introduced in vivo, the 40 measurement of LW can be 30 interpreted in terms of oxygenation in LW (G) 20 the vicinity of the probe 10 0 0 7 14 21 % O2
  • 11. Non-invasive imaging of chronic and cycling tumour hypoxia in xenografts with EPR Yasui et al., 2010, Can Res, 70:6427-6436.
  • 12. EPR (Electron Paramagnetic Resonance) Oximetry   • Absolute measurement of pO2 • 1GHz: penetration depth of 1 cm • High sensitivity at low pO2: variations lower than 1 mm Hg can be • Not applicable immediately into the measured clinic: pionneer clinical studies • Minimally invasive: few ongoing in Dartmouth Medical microparticles should be introduced School on superficial tumors in the tissue (invasive only the first time) • Measurements can be repeated from the same site over long periods of time (hours, days, months) N. Khan, Antiox. Redox. Signal. 2007, 9, 1169
  • 13. 19F-relaxometry • Intratumoral injection of PFC (i.e. hexafluorobenzene, single 19F line) • Measurement of the R1 relaxation of 19F relaxation that is strongly dependent on pO2 • Maps of pO2 Mason RP et al, IJROBP 1998, 42, 747; and following works of Mason’s group
  • 14. 19F-relaxometry Rapid estimation of R1 using SNAP-IR sequence Simultaneous monitoring using 19F-MRI and fiber optic probes B. Jordan MRM 2009, 61, 634-638
  • 15. 19F-relaxometry    Rather sensitive method  Problem to inject the PFC in the  Quantitative method: pO2 entire tumor values  The technique is likely to slightly  No 19F NMR background overestimate pO2 signal in tissues  Not applicable for chronic  Good temporal & spatial purposes (only acute studies) resolutions for O2 mapping  Toxicity concerns with some PFCs  Lack of translation into the clinic (invasiveness, 19F coils)
  • 16. DCE-MRI Attempt to correlate DCE-MRI parameters with tumor hypoxia Ktrans significantly higher for radiation sensitive tumors without hypoxia than for radiation resistant tumors with hypoxic regions (Gribbestad., Dynamic Contrast-Enhanced Magnetic Resonance Imaging in Oncology, 2006) K Gullisksrud, Radiother. Oncol. 2011, 98, 360
  • 17. Dynamic MRI of cervix carcinoma A. T2-weighted spin echo image a B. [Gd] max image C. [Gd] time-to-peak image 2 4 3 A B 1 [Gd] 1 2 3 a 4 t C C D D Modified from:J. Barentsz
  • 18. Tumor Oxygenation Perfusion Oxygen consumption
  • 19. High O2 consumption rate by tumor cells  Cancer cells consume oxygen at high rate, even if they generally present a highly glycolytic metabolism  This high consumption rate significantly contributes to the tumor hypoxia resulting from the imbalance between oxygen delivery and oxygen consumption
  • 20. Strategies to decrease the oxygen consumption by tumor cells and potentiate radiotherapy Theoretical simulations: To alleviate tumor hypoxia, decreasing the O2 consumption rate of tumor is more effective than increasing oxygen delivery Secomb, Acta Oncol. 1995 34, 313 Pre-clinical studies • Meta-iodobenzylguanidine JE Biaglow, IJROBP 1998, 42, 871 • Nitric oxide donors B. Jordan, Int. J. Cancer 2004, 109, 768 • Insulin B. Jordan, Cancer Res. 2002, 62, 3555 • NSAIDs N. Crokart, Cancer Res. 2005, 65, 7911 • Glucocorticoids N. Crokart, Clin. Cancer Res. 2007, 13, 630 • SU5416, ZD6474 R. Ansiaux, Cancer Res. 2006, 66, 9698; Radiat. Res. 2009, 172, 584 • Propylthiouracil B. Jordan, Radiat. Res. 2007, 168, 428 • Arsenic trioxide C. Diepart, submitted
  • 21. DCE-MRI    Trend of perfusion  No absolute values of pO2 parameters to differentiate  It is unlikely that a treshold value between hypoxic vs normoxic of a DCE-MRI parameter will tumors predict the radiosensitivity  Clinically usable  Tumor perfusion is not the main or sole factor that is responsible for the tumor oxygenation (oxygen consumption)
  • 22. BOLD-MRI – R2* From fMRI …… to tumor oxygenation Carbogen breathing Level of blood oxygenation  Oxy-Hemoglobin: diamagnetic DeoxyHb  /OxyHb  blood content  Deoxy-Hemoglobin: Paramagnetic  SI S. Ogawa et al, PNAS 1990, 87, 9868 GS Karczmar, NMR Biomed 1994, 12, 881 SP Robinson, IJROBP 1995, 33, 855 F Howe, MRI 1999, 17, 1307
  • 23. BOLD-MRI T2* is sensitive to the relative Hb/HbO2 ratio in vessels: Blood oxygen saturation Hematocrit Blood volume
  • 24. Basal R2* and tumor oxygenation Correlation between pimonidazole uptake Inverse correlation between pimoninazole and high R2* in prostate cancer uptake and R2* values in mammary tumors PJ Hoskin, IJROBP 2007, 68, 1065 McPhail, Radiology 2010, 254, 110 R2*: phenotype specific ? Requires simultaneous measurements of vasculature function ? AR Padhani, Radiology 2010, 254, 1
  • 25. Change in R2* and change in tumor oxygenation Comparison with OxyLite: simultaneous measurement of R2* and pO2 BOLD signal response correctly reflected the evolution of tumor oxygenation in carbogen challenge pO2 C. Baudelet and B. Gallez Magn.Reson. Med. 2002;48:980. Local BOLD signal Whole tumor T2*w SI T2*
  • 26. Tumor Oxygenation Perfusion Oxygen consumption
  • 27. Change in R2* and change in tumor oxygenation Increase in pO2 through changes in O2 consumption Insulin infusion Control NS-398 Changes in BOLD signal and R2* in tumors do not depend uniquely on changes in oxygenation status B. Jordan, MRM 2006, 56, 637
  • 28. BOLD-MRI and R2*    Variations in tumor oxygenation  No absolute values of pO2 can be qualitatively measured  The value of basal R2* is during carbogen breathing debatable  Rapid dynamic measurement  Variation in R2* cannot predict  Clinically usable changes in oxygenation induced by treatments modulating the oxygen consumption
  • 29. T1-based measurements O2 H20 H20 H20 H20 H20 O2 O2 O2 O2 O2 H20 H20 Carbogen H20 H20 H20 H20 breathing O2 H20 O2 Dissolved oxygen acts as a T1-shortening paramagnetic contrast agent Oxygen produces changes in relaxation rate R1 of water KI Matsumoto, MRM 2006, 56, 240
  • 30. T1-based measurements MOBILE Mapping of Oxygen By Imaging Lipids Relaxation Enhancement R1 (Lipids @ ~ 3.5 ppm) R1 (H2O) 50 0.2 40 pO2 (mmHg) relative change (%) 30 0.0 20 air carbogen postmortem post 10 mortem -0.2 0 air carbogen 0 50 100 time (min) -0.4 20 R1 (Lipids @ ~ 3.5 ppm) relative change (%) 15 R1 (H2O) 10 Pooled results 5 N=5 0 en r ai og -5 rb ca
  • 31. Nitroimidazole-based PET: How does it work? Nitro-imidazoles mechanism of uptake vascular space cellular compartment e- reduction e- reduction RNO2 RNO2 RNO2- RNH2 necrosis hypoxia normoxia retention metabolites • Initial distribution is flow dependent • Local oxygen tension = main determinant for long-term retention • NO2 reduction in radical anion; • if O2 is present, back to the original structure • in absence of O2, second reduction with product binding to macromolecules • depends on the nitroreductase activity • generally assumed to have retention under 10 mm Hg
  • 32. Rat rhabdomyosarcoma: optimizing imaging conditions with HX4 NS NS ** 8 max Tissue to Blood ratio * 6 * 4 2 0 0 1 2 3 4 5 6 4h p.i. Time (hours) after injection Dubois et al. PNAS 2011
  • 33. Is there a significant correlation between pimonidazole staining (“the gold standard”) and HX4 uptake?
  • 34. Validation of 18F-HX4 uptake using IHC (setup) HEAD b a d c a b c d DORSAL VENTRAL TAIL region selection %HX4 per region based on CT Dubois et al. PNAS 2011
  • 35. Validation with pimonidazole IHC: first results Courtesy of B. van der Kogel Dubois et al. PNAS 2011
  • 36. Validation of 18F-HX4 uptake using IHC (results) %PIMO vs %HX4 summary Spearman R p-value total 0.6000 0.2848 regions 0.7222 < 0.0001 III-1 0.7334 0.0028 III-2 0.6588 0.0055 I-2 0.9046 < 0.0001 II-3 0.8202 0.0002 III-3 0.6627 0.0733 n = 76 Dubois et al. PNAS 2011
  • 37. Is there a causal relationship between hypoxia and HX4 uptake?
  • 38. [18F]HX4 accumulation is oxygen dependent Basal scan Carbogen/Nicotinamide Basal scan 7% oxygen breathing Dubois et al. PNAS 2011
  • 39. Which hypoxic biomarker is the best?
  • 40. Hypoxia PET tracers Nitro-imidazoles: 18F-FMISO Hypoxia 18F-FAZA 18F-HX4 sensitive Rest part group Positron- emitting radionuclide • Clearance: Liver –intestine – Kidney – intestine – Kidney – bladder kidney liver • Hydrophilicity:
  • 41. Tumor to blood S. Peeters et al. In preparation
  • 42. Imaging Hypoxia Prognostic value of outcome F-MISO PET in 73 patients with H&N cancer FMISO Tumor/Blood is a prognostic measure of the outcome JG Rajendran, Clin. Cancer Res. 2006, 12, 5435 Correlation also found in: FMISO PET in 40 patients with H&N cancer SM Eschmann, J. Nucl. Med. 2005, 46, 253 No correlation found in: FMISO PET in 20 patients with H&N cancer NL Lee, IJROBP 2009, 75, 201
  • 43. (A) Baseline [18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET) of patient with T2N2b squamous cell carcinoma of the pyriform fossa with left nodal mass (A) Baseline [18F]-fluorodeoxyglucose (FDG) positron emission tomography (PET) of patient with T2N2b squamous cell carcinoma of the pyriform fossa with left nodal mass. (B) (B) [18F]-fluoromisonidazole (FMISO) -PET at baseline, nonhypoxic primary tumor, and hypoxic node. (C) C) FDG-PET 12 weeks after chemoboost, complete response in nonhypoxic primary tumor, and poor response in hypoxic node. Residual tumor in nodal mass was confirmed pathologically after neck dissection. Rischin, D. et al. J Clin Oncol; 24:2098-2104 2006 Copyright © American Society of Clinical Oncology
  • 44. Phase 1 HX4 imaging: clinically feasible? Van Loon et al, EJNM 2010 1,6 1,2 T/M CT delineated tumor 0,8 [18F]HX4 accumulation 0,4 0 30 60 120 Tim e (m in) after injection Van Loon J. et al. EJNM 2010
  • 45. NSCLC Stage IIIB 18HX4-PET CT Van Loon et al. Eur J Nucl Med Mol Imaging. 2010
  • 46. Time to local failure (Kaplan-Meier method) by treatment arm and hypoxia in the primary tumor (censored times are indicated as tick marks on the curves) Rischin, D. et al. J Clin Oncol; 24:2098-2104 2006 Copyright © American Society of Clinical Oncology
  • 47.
  • 48. Zips et al. Radiother Oncol 2012
  • 49. Zips et al. Radiother Oncol 2012
  • 50. Biomarker: Hypoxia (F-MISO PET) 0 Gy 10 Gy 20 Gy 40 Gy [18F]Misonidazol Zips et al [18F]Misnidazole [18F]FDG Zips , Kotzerke, Baumann et al. Department of Radiation Oncology M. Baumann |Regaud Lecture 2012
  • 51. Radiolabelled nitroimidazoles    Hypoxia-sensitive method  No absolute values of pO2  Relevant to estimate  Poor correlation with pO2 values radioresistant relevant for some tracers hypoxia (< 10 mm Hg)  Accumulation dependent on the  Clinically usable level of nitroreductases  Prognostic value (especially if repeated)
  • 52. Imaging of tumor acute hypoxia Spontaneous fluctuations in tumor oxygenation/perfusion Technique Spatial Temporal Characteristics Reference resolution resolution NITRO-PET 4.2 mm Day 1,2,5 Hypoxia Wang, Med. Phys. (More or less 2009, 36, 4400 than 10 mm Hg) DCE-MRI 0.5x0.2 mm3 15 min Flow variation Brurberg, MRM 2007, 58, 473 T2*w-GE MRI 470x470 µm2 12.8s Oxygen/flow Baudelet, Phys. Med. Biol. variation 2004, 49, 3389 19F-MRI 1.88 mm 1.5 min Quantitative Magat, Med. Phys. pO2 2010, 37, 5434 EPRI 1.8 mm 3 min Quantitative Yasui, Cancer Res. pO2 2010, 70, 6427
  • 53. In vivo CAIX specific sulfonamide accumulation is reversible upon reoxygenation Dubois et al, Radiother & Oncol 2009 Dubois et al, Radiother & Oncol 2009 *P < 0.05; **P < 0.01
  • 54. Imaging of CAIX with antibody MAb-N-succinyldesferal-89Zr (MAb-N-sucDf-89Zr) (*) PET images of mice with tumor located subcutaneously on right hind leg at 4 (A) and 24 h (B) after injection. p.i. = after injection; SUV = standardized uptake value. This course is funded with the support of Hoeben, Kaanders et al. 2010 Jul;51(7):1076-83. the METOXIA project under the FP7 Programme.
  • 55. How to include hypoxia imaging in the clinic?
  • 56. Exploiting intra patient heterogeneity for dose painting of radiation
  • 57. Intensity modulated radiation therapy (IMRT) Galvin, J. Clin. Oncol. 2007, 25, 924 Possibility to sculpt the doses as a function of possible needs
  • 58. Hypoxia Guided IMRT: dose escalation in hypoxic areas Dose Painting by Contours Proof-of-concept using Cu-ASTM KSC Chao, IJROBP 2001, 49, 1171 Dose Painting by Numbers Theoretical feasibility 0.4 using 18F-FMISO 0.6 1.9 Dose prescription 1.1 based on tumor hypoxia 2.7 D. Thorwarth, IJROBP 2007, 68, 291 2.9 Z. Lin, IJROBP 2008, 70, 1219 NY Lee, IJROBP 2008, 70, 2 I. Toma-Dasu, Acta Oncol. 2009, 48, 1181 W. Choi, Radiother. Oncol. 2010, 97, 176
  • 59. Hypoxia Guided IMRT: dose escalation in hypoxic areas Dose Painting by Contours Proof-of-concept using Cu-ASTM KSC Chao, IJROBP 2001, 49, 1171 Dose Painting by Numbers Theoretical feasibility 0.4 using 18F-FMISO 0.6 1.9 Dose prescription 1.1 based on tumor hypoxia 2.7 D. Thorwarth, IJROBP 2007, 68, 291 2.9 Z. Lin, IJROBP 2008, 70, 1219 NY Lee, IJROBP 2008, 70, 2 I. Toma-Dasu, Acta Oncol. 2009, 48, 1181 W. Choi, Radiother. Oncol. 2010, 97, 176
  • 60. Conclusions • To bridge the gap between hypoxia-induced radioresistance and optimized radiotherapeutic treatment with drugs – Oxygenation imaging is mandatory – Qualification of oxygenation biomarkers is still mandatory at the pre-clinical and the clinical level – There is a crucial need to validate the value of hypoxia- gimaging inprospective trials with interventions ISMRM 2011: Clinical Needs and Research Promises
  • 61. Acknowledgements University of Maastricht – Ludwig Dubois * University of Nijmegen (The Netherlands) – Judith van Loon – Albert van der Kogel – Jan Bussink – Sarah Peeters – Hans Kaanders – Karen Zeghers University of Amsterdam (VUmc) – Guus van Dongen – Bert Windhorts – Jonas Eriksson University of Florence (Italy) – Andrea Scozzafava – Claudiu Supuran Euroxy-Metoxia 6th & 7th Framework University of Brussels (UCL) – Bernard Gallez* – Vincent Grégoire Our patients (No immediate benefit for them) NIH (USA) Siemens MI

Notas del editor

  1. Primary tumor right lower lobe (August 2011: 4.7 x 4.0 cm)