Review of Neurosurgical Fluorescence Imaging Methodologies

Fluorescence imaging in neurosurgery has a long historical development, with various biomarkers and biochemical agents being used, and numerous technological approaches. This review focuses on contrast agents, summarizing endogenous fluorescence, exogenously stimulated fluorescence, and exogenous contrast agents, and then on tools used for imaging. It ends with a summary of key clinical trials that lead to consensus studies. The practical utility of protoporphyrin IX (PpIX) as stimulated by administration of δ-aminolevulinic acid has had substantial pilot clinical studies and basic science research completed. Recently, multicenter clinical trials using PpIX fluorescence to guide resection have shown efficacy for improved short-term survival. Exogenous agents are being developed and tested preclinically, and hopefully hold the potential for long-term survival benefit if they provide additional capabilities for resection of microinvasive disease or certain tumor subtypes that do not produce PpIX or help delineate low-grade tumors. The range of technologies used for measurement and imaging varies widely, with most clinical trials being carried out with either point probes or modified surgical microscopes. Currently, optimized probe approaches are showing efficacy in clinical trials, and fully commercialized imaging systems are emerging, which will clearly help to lead adoption into neurosurgical practice.

[1]  T. Foster,et al.  Time‐dependent Intracellular Accumulation of 5‐Aminolevulinic Acid, Induction of Porphyrin Synthesis and Subsequent Phototoxicity , 1997, Photochemistry and photobiology.

[2]  A. E. Saarnak,et al.  5-Aminolevulinic Acid Induced Endogenous Porphyrin Fluorescence in 9L and C6 Brain Tumours and in the Normal Rat Brain , 1998, Acta Neurochirurgica.

[3]  Malini Olivo,et al.  Mapping ALA-induced PPIX fluorescence in normal brain and brain tumour using confocal fluorescence microscopy. , 2004, International journal of oncology.

[4]  Anita Mahadevan-Jansen,et al.  In Vivo Brain Tumor Demarcation Using Optical Spectroscopy¶ , 2001, Photochemistry and photobiology.

[5]  Y. Kajimoto,et al.  Endoscopic identification and biopsy sampling of an intraventricular malignant glioma using a 5-aminolevulinic acid-induced protoporphyrin IX fluorescence imaging system. Technical note. , 2007, Journal of neurosurgery.

[6]  T. Hasan,et al.  Vitamin D enhances ALA-induced protoporphyrin IX production and photodynamic cell death in 3-D organotypic cultures of keratinocytes. , 2007, The Journal of investigative dermatology.

[7]  Brian C Wilson,et al.  Molecular Fluorescence Excitation–Emission Matrices Relevant to Tissue Spectroscopy¶ , 2003, Photochemistry and photobiology.

[8]  Anita Mahadevan-Jansen,et al.  Intraoperative Optical Spectroscopy Identifies Infiltrating Glioma Margins with High Sensitivity , 2005, Neurosurgery.

[9]  S. Gibson,et al.  Relationship of delta-aminolevulinic acid-induced protoporphyrin IX levels to mitochondrial content in neoplastic cells in vitro. , 1999, Biochemical and biophysical research communications.

[10]  S. Gibson,et al.  Is delta-aminolevulinic acid dehydratase rate limiting in heme biosynthesis following exposure of cells to delta-aminolevulinic acid? , 2001, Photochemistry and photobiology.

[11]  Donghoon Lee,et al.  In vivo MRI detection of gliomas by chlorotoxin-conjugated superparamagnetic nanoprobes. , 2008, Small.

[12]  Henry Hirschberg,et al.  5-Aminolevulinic acid-based photodynamic detection and therapy of brain tumors (review). , 2002, International journal of oncology.

[13]  D. A. Hansen,et al.  Indocyanine green (ICG) staining and demarcation of tumor margins in a rat glioma model. , 1993, Surgical neurology.

[14]  K. Lundholm,et al.  Identification of tissue sites for increased albumin degradation in sarcoma-bearing mice. , 1991, The Journal of surgical research.

[15]  G. Unsgaard,et al.  Epidermal growth factor receptor expression in human gliomas , 2005, Cancer Immunology, Immunotherapy.

[16]  Kristian Berg,et al.  Protoporphyrin IX accumulation in cells treated with 5‐aminolevulinic acid: Dependence on cell density, cell size and cell cycle , 1998, International journal of cancer.

[17]  H. Vogel,et al.  In vivo near-infrared fluorescence imaging of integrin alphavbeta3 in an orthotopic glioblastoma model. , 2006, Molecular imaging and biology : MIB : the official publication of the Academy of Molecular Imaging.

[18]  Sachio Suzuki,et al.  Histological examination of false positive tissue resection using 5-aminolevulinic acid-induced fluorescence guidance. , 2007, Neurologia medico-chirurgica.

[19]  S. Barry,et al.  Challenges in the development of magnetic particles for therapeutic applications , 2008, International journal of hyperthermia : the official journal of European Society for Hyperthermic Oncology, North American Hyperthermia Group.

[20]  Qiyin Fang,et al.  Distinction of brain tissue, low grade and high grade glioma with time-resolved fluorescence spectroscopy. , 2006, Frontiers in bioscience : a journal and virtual library.

[21]  C. Perotti,et al.  Adenocarcinoma , 2020, Definitions.

[22]  T. Foster,et al.  © 1999 Cancer Research Campaign Article no. bjoc.1998.0220 Hypoxia significantly reduces aminolaevulinic acidinduced , 2022 .

[23]  H Stepp,et al.  Intraoperative detection of malignant gliomas by 5-aminolevulinic acid-induced porphyrin fluorescence. , 1998, Neurosurgery.

[24]  Kai Chen,et al.  Role of the c-Jun N-terminal kinase signaling pathway in SW480 cell apoptosis in response to 5-aminolevulinic acid-based photodynamic therapy , 2008 .

[25]  H Stepp,et al.  Fluorescence-guided resection of glioblastoma multiforme by using 5-aminolevulinic acid-induced porphyrins: a prospective study in 52 consecutive patients. , 2000, Journal of neurosurgery.

[26]  Z. Malik,et al.  Differentiation-dependent photodynamic therapy regulated by porphobilinogen deaminase in B16 melanoma , 2004, British Journal of Cancer.

[27]  S. Ceylan,et al.  Fluorescein sodium-guided surgery in glioblastoma multiforme: a prospective evaluation , 2008, British journal of neurosurgery.

[28]  M M Haglund,et al.  Enhanced optical imaging of rat gliomas and tumor margins. , 1994, Neurosurgery.

[29]  M. Berger,et al.  Intracarotid RMP-7 Enhanced Indocyanine Green Staining of Tumors in a Rat Glioma Model , 2002, Journal of Neuro-Oncology.

[30]  B W Pogue,et al.  Fiber-optic bundle design for quantitative fluorescence measurement from tissue. , 1998, Applied optics.

[31]  S. C. Chang,et al.  The efficacy of an iron chelator (CP94) in increasing cellular protoporphyrin IX following intravesical 5-aminolaevulinic acid administration: an in vivo study. , 1997, Journal of photochemistry and photobiology. B, Biology.

[32]  R. Weissleder,et al.  Fluorescent nanoparticle uptake for brain tumor visualization. , 2006, Neoplasia.

[33]  Donghoon Lee,et al.  Optical and MRI multifunctional nanoprobe for targeting gliomas. , 2005, Nano letters.

[34]  I. Nagata,et al.  USEFULNESS OF INTRAOPERATIVE PHOTODYNAMIC DIAGNOSIS USING 5‐AMINOLEVULINIC ACID FOR MENINGIOMAS WITH CRANIAL INVASION: TECHNICAL CASE REPORT , 2008, Neurosurgery.

[35]  Tarik Tihan,et al.  Brain tumor epidemiology: Consensus from the Brain Tumor Epidemiology Consortium , 2008, Cancer.

[36]  W. Stummer,et al.  Technical Principles for Protoporphyrin-IX-Fluorescence Guided Microsurgical Resection of Malignant Glioma Tissue , 1998, Acta Neurochirurgica.

[37]  Y. Kajimoto,et al.  Comparison between operative findings on malignant glioma by a fluorescein surgical microscopy and histological findings. , 1999, Neurological research.

[38]  T. Okuda,et al.  Metastatic brain tumor surgery using fluorescein sodium: technical note. , 2007, Minimally invasive neurosurgery : MIN.

[39]  S. Nie,et al.  Luminescent quantum dots for multiplexed biological detection and imaging. , 2002, Current opinion in biotechnology.

[40]  G. Moore,et al.  The clinical use of fluorescein in neurosurgery; the localization of brain tumors. , 1948, Journal of neurosurgery.

[41]  T. Jovin,et al.  Tumor-Targeted Quantum Dots Can Help Surgeons Find Tumor Boundaries , 2009, IEEE Transactions on NanoBioscience.

[42]  Ralph Weissleder,et al.  Combined magnetic resonance and fluorescence imaging of the living mouse brain reveals glioma response to chemotherapy , 2009, NeuroImage.

[43]  F. Zanella,et al.  Fluorescence-guided surgery with 5-aminolevulinic acid for resection of malignant glioma: a randomised controlled multicentre phase III trial. , 2006, The Lancet. Oncology.

[44]  Tayyaba Hasan,et al.  Diagnostic detection of diffuse glioma tumors in vive with molecular fluorescent probe-based transmission spectroscopy. , 2009, Medical physics.

[45]  Malcolm W R Reed,et al.  The use of 5-aminolaevulinic acid as a photosensitiser in photodynamic therapy and photodiagnosis , 2002, Photochemical & photobiological sciences : Official journal of the European Photochemistry Association and the European Society for Photobiology.

[46]  G von Campe,et al.  5-aminolevulinic acid induced protoporphyrin IX fluorescence in high-grade glioma surgery: a one-year experience at a single institutuion. , 2008, Swiss medical weekly.

[47]  Sachio Suzuki,et al.  Fluorescence-guided resection of metastatic brain tumors using a 5-aminolevulinic acid-induced protoporphyrin IX: pathological study , 2007, Brain Tumor Pathology.

[48]  Brian W. Pogue,et al.  Brain tumor resection guided by fluorescence imaging and MRI image guidance , 2009, Medical Imaging.

[49]  H. Maeda,et al.  Exploiting the enhanced permeability and retention effect for tumor targeting. , 2006, Drug discovery today.

[50]  Veit Rohde,et al.  Multiphoton excitation fluorescence microscopy of 5‐aminolevulinic acid induced fluorescence in experimental gliomas , 2008, Lasers in surgery and medicine.

[51]  L. Deangelis,et al.  Brain Tumors , 2019, Imaging Gliomas After Treatment.

[52]  Ralph Weissleder,et al.  A multimodal nanoparticle for preoperative magnetic resonance imaging and intraoperative optical brain tumor delineation. , 2003, Cancer research.

[53]  Sanjiv S Gambhir,et al.  Peptide-labeled near-infrared quantum dots for imaging tumor vasculature in living subjects. , 2006, Nano letters.

[54]  M S Feld,et al.  Remote biomedical spectroscopic imaging of human artery wall , 1988, Lasers in surgery and medicine.

[55]  Vincent Noireaux,et al.  In Vivo Imaging of Quantum Dots Encapsulated in Phospholipid Micelles , 2002, Science.

[56]  R. Tyrrell,et al.  The iron regulatory protein can determine the effectiveness of 5-aminolevulinic acid in inducing protoporphyrin IX in human primary skin fibroblasts. , 1999, The Journal of investigative dermatology.

[57]  F. Albert,et al.  Laser-induced fluorescence detection of malignant gliomas using fluorescein-labeled serum albumin: Experimental and preliminary clinical results , 2000, Neurological research.

[58]  Keith D. Paulsen,et al.  Brain tumor resection guided by fluorescence imaging , 2009, BiOS.

[59]  Gabriele Schackert,et al.  Resection and survival in glioblastoma multiforme: an RTOG recursive partitioning analysis of ALA study patients. , 2008, Neuro-oncology.

[60]  R. Rava,et al.  SPECTROSCOPIC DIAGNOSIS OF COLONIC DYSPLASIA , 1991, Photochemistry and photobiology.

[61]  Aditya K. Gupta,et al.  Photodynamic therapy and topical aminolevulinic acid: an overview. , 2003, American journal of clinical dermatology.

[62]  George M Whitesides,et al.  Polyvalent Interactions in Biological Systems: Implications for Design and Use of Multivalent Ligands and Inhibitors. , 1998, Angewandte Chemie.

[63]  H. Sterenborg,et al.  Quantification of the hematoporphyrin derivative by fluorescence measurementusing dual-wavelength excitation anddual-wavelength detection. , 1993, Applied optics.

[64]  P. Vajkoczy,et al.  Angiogenesis in malignant glioma--a target for antitumor therapy? , 2006, Critical reviews in oncology/hematology.

[65]  Kaoru Sakatani,et al.  Quantitative spectroscopic analysis of 5-aminolevulinic acid-induced protoporphyrin IX fluorescence intensity in diffusely infiltrating astrocytomas. , 2007, Neurologia medico-chirurgica.

[66]  Osman Muhammad,et al.  QUANTUM DOTS ARE PHAGOCYTIZED BY MACROPHAGES AND COLOCALIZE WITH EXPERIMENTAL GLIOMAS , 2007, Neurosurgery.

[67]  H. Vogel,et al.  In Vivo Near-Infrared Fluorescence Imaging of Integrin αvβ3 in an Orthotopic Glioblastoma Model , 2006, Molecular Imaging and Biology.

[68]  C. Perotti,et al.  Mechanistic studies on δ-aminolevulinic acid uptake and efflux in a mammary adenocarcinoma cell line , 2003, British Journal of Cancer.

[69]  Victor X D Yang,et al.  A multispectral fluorescence imaging system: Design and initial clinical tests in intra‐operative Photofrin‐photodynamic therapy of brain tumors , 2003, Lasers in surgery and medicine.

[70]  Ajay Kumar Gupta,et al.  Synthesis and surface engineering of iron oxide nanoparticles for biomedical applications. , 2005, Biomaterials.

[71]  M. Toda Intraoperative navigation and fluorescence imagings in malignant glioma surgery. , 2008, The Keio journal of medicine.

[72]  Y. Kajimoto,et al.  Development of a fluorescein operative microscope for use during malignant glioma surgery: a technical note and preliminary report. , 1998, Surgical neurology.

[73]  J Moan,et al.  5‐Aminolevulinic acid‐based photodynamic therapy , 1997, Cancer.

[74]  B. Wilson,et al.  In Vivo Fluorescence Spectroscopy and Imaging for Oncological Applications , 1998, Photochemistry and photobiology.

[75]  Y. Kajimoto,et al.  FLUORESCENCE OF NON‐NEOPLASTIC, MAGNETIC RESONANCE IMAGING‐ENHANCING TISSUE BY 5‐AMINOLEVULINIC ACID: CASE REPORT , 2007, Neurosurgery.

[76]  M. Berns,et al.  Subcellular phototoxicity of 5‐aminolaevulinic acid (ALA) , 1998, Lasers in surgery and medicine.

[77]  H Stepp,et al.  Fluorescence-guided resections of malignant gliomas--an overview. , 2003, Acta neurochirurgica. Supplement.

[78]  N. Brown,et al.  Aminolaevulinic acid-induced photodynamic therapy: cellular responses to glucose starvation , 2002, British Journal of Cancer.

[79]  K. Sartor,et al.  Early Postoperative Magnetic Resonance Imaging after Resection of Malignant Glioma: Objective Evaluation of Residual Tumor and Its Influence on Regrowth and Prognosis , 1995 .

[80]  Anita Mahadevan-Jansen,et al.  Liquid-crystal tunable filter spectral imaging for brain tumor demarcation. , 2007, Applied optics.

[81]  S. Gibson,et al.  Effect of 5‐AmJnolevulinic Acid on Protoporphyrin IX Accumulation in Tumor Cells Transfected with Plasmids Containing Porphobilinogen Deaminase DNA , 1999, Photochemistry and photobiology.

[82]  Yasuhiko Kaku,et al.  Fluorescence-guided resection of glioblastoma multiforme by using high-dose fluorescein sodium. Technical note. , 2003, Journal of neurosurgery.

[83]  M. Prados,et al.  Radiation response and survival time in patients with glioblastoma multiforme. , 1996, Journal of neurosurgery.

[84]  M. Bawendi,et al.  Renal clearance of quantum dots , 2007, Nature Biotechnology.

[85]  B. Neyns,et al.  Neuropathological and molecular aspects of low-grade and high-grade gliomas. , 2004, Acta neurologica Belgica.

[86]  N Ramanujam,et al.  Fluorescence spectroscopy: a diagnostic tool for cervical intraepithelial neoplasia (CIN). , 1994, Gynecologic oncology.

[87]  T. Hasan,et al.  Differentiation-specific increase in ALA-induced protoporphyrin IX accumulation in primary mouse keratinocytes. , 1998, British Journal of Cancer.

[88]  Victor X D Yang,et al.  Increased brain tumor resection using fluorescence image guidance in a preclinical model , 2004, Lasers in surgery and medicine.

[89]  Sachio Suzuki,et al.  Auditory alert system for fluorescence-guided resection of gliomas. , 2008, Neurologia medico-chirurgica.

[90]  N. J. Brown,et al.  MATERIALS AND METHODS Cell lines Human umbilical vein endothelial cells , 2022 .

[91]  Summer L. Gibbs,et al.  Protoporphyrin IX Level Correlates with Number of Mitochondria, But Increase in Production Correlates with Tumor Cell Size , 2006, Photochemistry and photobiology.

[92]  K J Murray,et al.  Improved surgical resection of human brain tumors: Part I. A preliminary study. , 1982, Surgical neurology.

[93]  Stephen B. Tuttle,et al.  Magnetic resonance-coupled fluorescence tomography scanner for molecular imaging of tissue. , 2008, The Review of scientific instruments.

[94]  J. Frangioni In vivo near-infrared fluorescence imaging. , 2003, Current opinion in chemical biology.

[95]  K. Berg,et al.  The influence of iron chelators on the accumulation of protoporphyrin IX in 5-aminolaevulinic acid-treated cells. , 1996, British Journal of Cancer.

[96]  Conroy Sun,et al.  Inhibition of tumor-cell invasion with chlorotoxin-bound superparamagnetic nanoparticles. , 2008, Small.

[97]  R. van Hillegersberg,et al.  Biochemical basis of 5-aminolaevulinic acid-induced protoporphyrin IX accumulation: a study in patients with (pre)malignant lesions of the oesophagus. , 1998, British Journal of Cancer.

[98]  K. Fujii,et al.  Possibility of using laser spectroscopy for the intraoperative detection of nonfluorescing brain tumors and the boundaries of brain tumor infiltrates. Technical note. , 2006, Journal of neurosurgery.

[99]  S. Gibson,et al.  Is δ-Aminolevulinic Acid Dehydratase Rate Limiting in Heme Biosynthesis Following Exposure of Cells to δ-Aminolevulinic Acid?¶ , 2001 .

[100]  E. Frei,et al.  INTRAOPERATIVE FLUORESCENCE STAINING OF MALIGNANT BRAIN TUMORS USING 5‐AMINOFLUORESCEIN‐LABELED ALBUMIN , 2009, Neurosurgery.

[101]  M. Gundersen,et al.  Receptor-targeted quantum dots: fluorescent probes for brain tumor diagnosis. , 2007, Journal of biomedical optics.

[102]  Stanley B. Brown,et al.  The present and future role of photodynamic therapy in cancer treatment. , 2004, The Lancet. Oncology.

[103]  J Moan,et al.  The pH dependency of protoporphyrin IX formation in cells incubated with 5-aminolevulinic acid. , 1997, Cancer letters.

[104]  Johan Moan,et al.  On the selectivity of 5-aminolevulinic acid-induced protoporphyrin IX formation. , 2004, Current medicinal chemistry. Anti-cancer agents.

[105]  T. Hasan,et al.  Differentiation enhances aminolevulinic acid-dependent photodynamic treatment of LNCaP prostate cancer cells , 2002, British Journal of Cancer.

[106]  K. Badizadegan,et al.  NAD(P)H and collagen as in vivo quantitative fluorescent biomarkers of epithelial precancerous changes. , 2002, Cancer research.

[107]  Giovanni Bottiroli,et al.  Diagnostic Potential of Autofluorescence for an Assisted Intraoperative Delineation of Glioblastoma Resection Margins¶ , 2003, Photochemistry and photobiology.

[108]  Jørgen Bru,et al.  Fiber optic probes for biomedical optical spectroscopy , 2008 .

[109]  Lee Josephson,et al.  Current state and future applications of active targeting in malignancies using superparamagnetic iron oxide nanoparticles. , 2009, Cancer biomarkers : section A of Disease markers.

[110]  Colin M. Wilson,et al.  Effective transvascular delivery of nanoparticles across the blood-brain tumor barrier into malignant glioma cells , 2008, Journal of Translational Medicine.

[111]  A. Wunder,et al.  Enhanced albumin uptake by rat tumors. , 1997, International journal of oncology.

[112]  A. Wunder,et al.  Plasma protein (albumin) catabolism by the tumor itself--implications for tumor metabolism and the genesis of cachexia. , 1997, Critical reviews in oncology/hematology.

[113]  Brian W Pogue,et al.  Analysis of sampling volume and tissue heterogeneity on the in vivo detection of fluorescence. , 2005, Journal of biomedical optics.

[114]  R. Knuechel,et al.  Cell-type Specific Protoporphyrin IX Metabolism in Human Bladder Cancer in vitro¶ , 2000, Photochemistry and photobiology.

[115]  S. Gibson,et al.  A regulatory role for porphobilinogen deaminase (PBGD) in delta-aminolaevulinic acid (delta-ALA)-induced photosensitization? , 1998, British Journal of Cancer.

[116]  Hari Singh Nalwa,et al.  Nanotechnology and health safety--toxicity and risk assessments of nanostructured materials on human health. , 2007, Journal of nanoscience and nanotechnology.

[117]  N. J. Brown,et al.  The influence of hypoxia and pH on aminolaevulinic acid-induced photodynamic therapy in bladder cancer cells in vitro. , 1998, British Journal of Cancer.

[118]  S. Toms,et al.  Macrophage-mediated colocalization of quantum dots in experimental glioma. , 2007, Methods in molecular biology.

[119]  S. Campbell,et al.  Enhancement of methyl-aminolevulinate photodynamic therapy by iron chelation with CP94: an in vitro investigation and clinical dose-escalating safety study for the treatment of nodular basal cell carcinoma , 2008, Journal of Cancer Research and Clinical Oncology.

[120]  M. Sam Eljamel,et al.  ALA and Photofrin® Fluorescence-guided resection and repetitive PDT in glioblastoma multiforme: a single centre Phase III randomised controlled trial , 2008, Lasers in Medical Science.

[121]  Y. Kajimoto,et al.  Use of 5-aminolevulinic acid in fluorescence-guided resection of meningioma with high risk of recurrence. Case report. , 2007, Journal of neurosurgery.

[122]  N. J. Brown,et al.  Cell cycle phase influences tumour cell sensitivity to aminolaevulinic acid-induced photodynamic therapy in vitro. , 1998, British Journal of Cancer.

[123]  T. Hasan,et al.  Methotrexate used in combination with aminolaevulinic acid for photodynamic killing of prostate cancer cells , 2006, British Journal of Cancer.

[124]  J. Kennedy,et al.  Photodynamic therapy (PDT) and photodiagnosis (PD) using endogenous photosensitization induced by 5-aminolevulinic acid (ALA): mechanisms and clinical results. , 1996, Journal of clinical laser medicine & surgery.

[125]  Z L Gokaslan,et al.  A multivariate analysis of 416 patients with glioblastoma multiforme: prognosis, extent of resection, and survival. , 2001, Journal of neurosurgery.

[126]  M M Haglund,et al.  Enhanced optical imaging of human gliomas and tumor margins. , 1996, Neurosurgery.

[127]  C. Avezaat,et al.  The influence of the extent of surgery on the neurological function and survival in malignant glioma. A retrospective analysis in 243 patients. , 1990, Journal of neurology, neurosurgery, and psychiatry.

[128]  D. Orringer,et al.  IN VITRO CHARACTERIZATION OF A TARGETED, DYE‐LOADED NANODEVICE FOR INTRAOPERATIVE TUMOR DELINEATION , 2009, Neurosurgery.

[129]  O Larkö,et al.  Photodynamic therapy of actinic keratosis at varying fluence rates: assessment of photobleaching, pain and primary clinical outcome , 2004, The British journal of dermatology.

[130]  M Motamedi,et al.  Evaluation of spectral correction techniques for fluorescence measurements on pigmented lesions in vivo. , 1996, Journal of photochemistry and photobiology. B, Biology.

[131]  R. Weissleder,et al.  In vivo imaging of tumors with protease-activated near-infrared fluorescent probes , 1999, Nature Biotechnology.

[132]  Santosh Kesari,et al.  Malignant gliomas in adults. , 2008, The New England journal of medicine.