Literature DB >> 29081039

Clinical implications of in silico mathematical modeling for glioblastoma: a critical review.

Maria Protopapa1, Anna Zygogianni1, Georgios S Stamatakos2, Christos Antypas1, Christina Armpilia1, Nikolaos K Uzunoglu2, Vassilis Kouloulias3,4.   

Abstract

Glioblastoma remains a clinical challenge in spite of years of extensive research. Novel approaches are needed in order to integrate the existing knowledge. This is the potential role of mathematical oncology. This paper reviews mathematical models on glioblastoma from the clinical doctor's point of view, with focus on 3D modeling approaches of radiation response of in vivo glioblastomas based on contemporary imaging techniques. As these models aim to provide a clinically useful tool in the era of personalized medicine, the integration of the latest advances in molecular and imaging science and in clinical practice by the in silico models is crucial for their clinical relevance. Our aim is to indicate areas of GBM research that have not yet been addressed by in silico models and to point out evidence that has come up from in silico experiments, which may be worth considering in the clinic. This review examines how close these models have come in predicting the outcome of treatment protocols and in shaping the future of radiotherapy treatments.

Entities:  

Keywords:  Glioblastoma; In silico; Modeling; Oncology; Radiotherapy

Mesh:

Year:  2017        PMID: 29081039     DOI: 10.1007/s11060-017-2650-2

Source DB:  PubMed          Journal:  J Neurooncol        ISSN: 0167-594X            Impact factor:   4.130


  62 in total

1.  'Go or grow': the key to the emergence of invasion in tumour progression?

Authors:  H Hatzikirou; D Basanta; M Simon; K Schaller; A Deutsch
Journal:  Math Med Biol       Date:  2010-07-07       Impact factor: 1.854

2.  Isolation and characterization of human malignant glioma cells from histologically normal brain.

Authors:  D L Silbergeld; M R Chicoine
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Review 3.  Current trends in the surgical management and treatment of adult glioblastoma.

Authors:  Richard M Young; Aria Jamshidi; Gregory Davis; Jonathan H Sherman
Journal:  Ann Transl Med       Date:  2015-06

4.  A randomized trial of bevacizumab for newly diagnosed glioblastoma.

Authors:  Mark R Gilbert; James J Dignam; Terri S Armstrong; Jeffrey S Wefel; Deborah T Blumenthal; Michael A Vogelbaum; Howard Colman; Arnab Chakravarti; Stephanie Pugh; Minhee Won; Robert Jeraj; Paul D Brown; Kurt A Jaeckle; David Schiff; Volker W Stieber; David G Brachman; Maria Werner-Wasik; Ivo W Tremont-Lukats; Erik P Sulman; Kenneth D Aldape; Walter J Curran; Minesh P Mehta
Journal:  N Engl J Med       Date:  2014-02-20       Impact factor: 91.245

5.  Computed tomography and histologic limits in glial neoplasms: tumor types and selection for volumetric resection.

Authors:  P J Kelly
Journal:  Surg Neurol       Date:  1993-06

6.  Response classification based on a minimal model of glioblastoma growth is prognostic for clinical outcomes and distinguishes progression from pseudoprogression.

Authors:  Maxwell Lewis Neal; Andrew D Trister; Sunyoung Ahn; Anne Baldock; Carly A Bridge; Laura Guyman; Jordan Lange; Rita Sodt; Tyler Cloke; Albert Lai; Timothy F Cloughesy; Maciej M Mrugala; Jason K Rockhill; Russell C Rockne; Kristin R Swanson
Journal:  Cancer Res       Date:  2013-02-11       Impact factor: 12.701

7.  Quantitative metrics of net proliferation and invasion link biological aggressiveness assessed by MRI with hypoxia assessed by FMISO-PET in newly diagnosed glioblastomas.

Authors:  Mindy D Szeto; Gargi Chakraborty; Jennifer Hadley; Russ Rockne; Mark Muzi; Ellsworth C Alvord; Kenneth A Krohn; Alexander M Spence; Kristin R Swanson
Journal:  Cancer Res       Date:  2009-04-14       Impact factor: 12.701

Review 8.  Modern brain tumor imaging.

Authors:  Marc C Mabray; Ramon F Barajas; Soonmee Cha
Journal:  Brain Tumor Res Treat       Date:  2015-04-29

9.  Mir-21-Sox2 Axis Delineates Glioblastoma Subtypes with Prognostic Impact.

Authors:  Pratheesh Sathyan; Pascal O Zinn; Anantha L Marisetty; Bin Liu; Mohamed Mostafa Kamal; Sanjay K Singh; Pierre Bady; Li Lu; Khalida M Wani; Bethany L Veo; Joy Gumin; Dina Hamada Kassem; Frederick Robinson; Connie Weng; Veerabhadran Baladandayuthapani; Dima Suki; Howard Colman; Krishna P Bhat; Erik P Sulman; Ken Aldape; Rivka R Colen; Roel G W Verhaak; Zhimin Lu; Gregory N Fuller; Suyun Huang; Frederick F Lang; Raymond Sawaya; Monika Hegi; Sadhan Majumder
Journal:  J Neurosci       Date:  2015-11-11       Impact factor: 6.167

10.  From patient-specific mathematical neuro-oncology to precision medicine.

Authors:  A L Baldock; R C Rockne; A D Boone; M L Neal; A Hawkins-Daarud; D M Corwin; C A Bridge; L A Guyman; A D Trister; M M Mrugala; J K Rockhill; K R Swanson
Journal:  Front Oncol       Date:  2013-04-02       Impact factor: 6.244

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  5 in total

Review 1.  From imaging to biology of glioblastoma: new clinical oncology perspectives to the problem of local recurrence.

Authors:  A Zygogianni; M Protopapa; A Kougioumtzopoulou; F Simopoulou; S Nikoloudi; V Kouloulias
Journal:  Clin Transl Oncol       Date:  2018-01-15       Impact factor: 3.405

2.  Inducing Biomechanical Heterogeneity in Brain Tumor Modeling by MR Elastography: Effects on Tumor Growth, Vascular Density and Delivery of Therapeutics.

Authors:  Constantinos Harkos; Siri Fløgstad Svensson; Kyrre E Emblem; Triantafyllos Stylianopoulos
Journal:  Cancers (Basel)       Date:  2022-02-10       Impact factor: 6.639

Review 3.  In Silico Mathematical Modelling for Glioblastoma: A Critical Review and a Patient-Specific Case.

Authors:  Jacopo Falco; Abramo Agosti; Ignazio G Vetrano; Alberto Bizzi; Francesco Restelli; Morgan Broggi; Marco Schiariti; Francesco DiMeco; Paolo Ferroli; Pasquale Ciarletta; Francesco Acerbi
Journal:  J Clin Med       Date:  2021-05-17       Impact factor: 4.241

4.  Integrating in vitro experiments with in silico approaches for Glioblastoma invasion: the role of cell-to-cell adhesion heterogeneity.

Authors:  M-E Oraiopoulou; E Tzamali; G Tzedakis; E Liapis; G Zacharakis; A Vakis; J Papamatheakis; V Sakkalis
Journal:  Sci Rep       Date:  2018-11-01       Impact factor: 4.379

Review 5.  System-based approaches as prognostic tools for glioblastoma.

Authors:  Manuela Salvucci; Zaitun Zakaria; Steven Carberry; Amanda Tivnan; Volker Seifert; Donat Kögel; Brona M Murphy; Jochen H M Prehn
Journal:  BMC Cancer       Date:  2019-11-12       Impact factor: 4.430

  5 in total

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