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Table 1 All studies in the literature that considered with an actual validation of FEA

From: Finite element analysis of dental implants with validation: to what extent can we expect the model to predict biological phenomena? A literature review and proposal for classification of a validation process

Ranking

Authors

Year

FE model

FEM geometry reference

Material properties of tissues around implants

Validation

Material of validation model

Comparison items

A

Heckmann et al. [10]

2006

Implants embedded in a bone block

CAD: bone block with a cortical layer and cancellous layer was constructed by CAD

Homogeneous isotropic linear elasticity: cortical and trabecular bone

(1) In vitro testing: strain gauge on implant support bridge in resin bone model

(2) In vivo testing: strain gauge on pontic of a 3-unit bridge in humans

(1) Epoxy resin

(2) In vivo: in a patient’s mouth

Surface strain of resin/resin

B

Hou et al. [12]

2009

Implants embedded in bone (rat’s mouth)

CT: CT data of the implant in a rat model

Not mentioned

In vivo experiment: implants placed in rat, and histologic findings compared after loading

In vivo: rat

Histologic findings

B

Natali et al. [11]

1997

Implants embedded in a bone block

CAD: bone section constructed by CAD

Homogeneous isotropic linear elasticity: cortical and trabecular bone

In vivo experiment: implant insertion in animal (dog) for loading and creation of sections of bone and implants

In vivo: dog

Visualization of change in bone and stress analysis by FEA

B

Cha et al. [13]

2015

Implant engaged in bone disc (model was used to calculate torque)

CAD: based on histology of the bone–implant interface

Homogeneous isotropic linear elasticity

In vivo experiment: implant insertion in animal (mice) with different insertion torques

In vivo: mice

Histomorphometric analyses

C

Nagasao et al. [16]

2009

Implants embedded in normal mandibles and reconstructed mandible (with fibulae or ribs) and under mastication movement (dynamic condition)

CT: dry mandibles, ribs, and fibulae

Homogeneous isotropic linear elasticity: cortical and cancellous bone of every part of mandible, fibula, and rib

Mechanical testing: implant embedded in 3 full mandibles and surface strain under loading measured by strain gauge

Dry mandible as mandible

Surface strain of bone under same conditions in FEA/experiment

C

Nagasao et al. [17]

2010

Implants embedded in normal mandibles and reconstructed mandible (with fibulae or ribs) under mastication movement (dynamic condition)

CT: dry mandibles, ribs, and fibulae

Homogeneous isotropic linear elasticity: cortical and cancellous bone of every part of mandible, fibula, and rib

Mechanical testing: implant embedded in 2 full mandibles and surface strain under loading measured by strain gauge

Dry mandible as mandible

Surface strain of bone under same conditions in FEA/experiment

C

Eser et al. [18]

2009

Four implants embedded in the maxilla with bar superstructure

CAD: model of nonanatomic maxilla, individualized arch form according to implant alignment

Homogeneous isotropic linear elasticity: cortical bone, cancellous bone, Ti, Alloy, bar-superstructure

Ex vivo strain gauge measurement of cadaver’s maxilla (with implants)

Cadaver

Surface strain of bone (maxilla)

C

Nagasao et al. [19]

2006

Implants embedded in normal maxilla and cleft maxilla

CT and CAD: normal maxilla: CT from a dry skull; palatal cleft, alveolar cleft, and complete cleft were designed by computer

Homogeneous isotropic linear elasticity: cortical and trabecular bone

Mechanical testing: strain measurement by strain gauge and implant embedded in actual skull model

Dry skull

Surface strain of bone

D

Bardyn et al. [20]

2010

Implants embedded in bone (polyurethane foam and sheep bone)

CT: polyurethane foam block and sheep bone

Nonhomogeneous: calculated from CT data

Mechanical testing in both polyurethane foam and sheep bone: measurement of removal torque of the implant

Polyurethane foam and sheep bone

Removal torque of implants

D

Olsen et al. [21]

2005

Implants embedded in porcine mandibles from CT data and application of loading on the implant of FEM

CT: porcine mandibles

Nonhomogeneous: calculated from CT data

Mechanical testing: comparison of displacement with actual measurements under the same testing load

Block of porcine mandible

Implant displacement under loading

D

Huang et al. [22]

2002

Implant embedded in bone block

CAD: bone block model constructed by CAD

Homogeneous isotropic linear elasticity: cortical and trabecular bone

In vitro model testing experiments: implant in bone cubic and measurement of resonance frequencies

Bone section from lumbar vertebrae of hogs

Value of resonance frequency

D

Hasan et al. [23]

2012

Implant (implant and abutment together) embedded in bovine bone

CT: scan of the models used for the experiment (implant embedded in bovine rib)

Homogeneous isotropic linear elasticity: bovine cortical bone, bovine cancellous bone

Mechanical tests: implant displacement and rotation under loading were measured using a biomechanical measurement system (laser pinhole and camera)

Bovine rib section as mandible bone

Displacement of the abutment

D

Chatzigianni et al. [24]

2011

Mini-implant embedded in bone

CT: scan of the specimen used for the experiment (implant embedded in bovine rib)

Homogeneous isotropic linear elasticity: bovine cortical bone, bovine cancellous bone

Mechanical tests: implant displacement and rotation under loading were measured using a 3D mobility measurement system (laser beams and camera)

Bovine rib section as mandible bone

Displacement of the abutment

E1

Tiossi et al. [14]

2013

Implants and tooth (acrylic) embedded in resin block model, crowns (splint and non-splint)

CAD: epoxy model block

Nil (in this FEM, there was a resin block only and no living tissue simulation)

Digital image correlation (DIC): images of deforming body captured and strain calculated. Mechanical testing with implants embedded in resin block

Resin block as mandible bone

Calculated surface strain by DIC and FEA

E2

Ozçelik et al. [25]

2007

Three-unit bridge fixed prosthesis (with rigid connector and non-rigid) supported by an implant and a natural tooth, with an adjacent tooth and surrounding bone

CAD: a bone section (2D) was constructed by CAD with a cortical layer and spongious bone and PDL

Homogeneous isotropic linear elasticity: enamel, dentin, pulp, cortical bone, cancellous bone

Photoelastic stress analysis methods (PSAM): implants placed in photoelastic resin, then force loaded and photograph taken

Photoelastic resin as bone

Stress distribution in bone/resin

E3

Chou et al. [26]

2014

A section of mandible and implant

CT data and 2D FE model used in previous study

Homogeneous isotropic linear elasticity

Mechanical testing: implant embedded in resin bone and strain measured by strain gauge

3D printer to build acrylic-based polymer

Surface strain of bone

E3

Mobilio et al. [29]

2013

Implant embedded in a bone block

CAD: bone block built by CAD with a cortical (1.5 mm) and trabecular (28.5 mm) layer

Homogenous anisotropic linear elasticity cortical bone: orthotopic linearly elastic material; trabecular bone: transversely isotropic linearly elastic material

Mechanical testing: implant embedded in resin block and strain measured by strain gauge

Resin block as mandible bone

Load and strain relationship

E3

Chang et al. [30]

2012

Short implants with crowns embedded in left posterior segment of maxilla

CT: CT scan of a dry human male skull

Homogeneous isotropic linear elasticity: cortical bone, cancellous bone (high and low density)

Mechanical testing: strain measured by strain gauge and implant embedded in resin block under loading

ABS plastic bone as maxillary bone

Surface strain of bone/resin

E3

Tu et al. [31]

2010

Implant embedded in resin block

CAD: a resin block with a cortical layer and cancellous layer was constructed by CAD

Nil (in this FEM, there was a resin block only and no living tissue simulation)

Mechanical testing: strain measured by strain gauge and implant embedded in resin mandible section

Resin bone as mandible bone

Surface strain of bone/resin

E3

Lin et al. [32]

2010

Implant embedded in the left maxilla with crown

CT of intact healthy male patient

Homogeneous isotropic linear elasticity: cortical bone, cancellous bone

Mechanical testing: strain measured by strain gauge and implant embedded in resin mandible section

ABS plastic bone as maxillary bone

Surface strain of bone/resin

E3

Qian et al. [33]

2009

Implant embedded in bone block

CAD: a bone cubic with cortical layer and cancellous layer was constructed by CAD

Homogeneous isotropic linear elasticity: cortical bone, cancellous bone

(1) In vitro experiment: mechanical testing with resin bone and digital image correlation to calculate displacement of implant and strain on bone

(2) Literature data: strain gauge measurement in model experiment

Resin block as mandible bone

(1) Displacement of implant and strain on bone

(2) Surface strain of bone

E3

Karl et al. [34]

2009

Implant embedded in base made by 3 materials

CAD: acrylic, G10 epoxy resin, aluminum

Homogeneous isotropic linear elasticity: acrylic, G10 epoxy resin, aluminum

Mechanical testing: strain gauge. FEA-calculated strain was compared with strain gauge results

Acrylic resin, glass-filled epoxy, aluminum

Surface strain of acrylic resin, glass-filled epoxy, aluminum

E3

Hsu et al. [35]

2009

Implant embedded in resin block (with resin’s parameter for consistence with experiment)

Nil

Homogeneous isotropic linear elasticity: Resin (epoxy and Tempron)

Mechanical testing: implant embedded in resin bone section and surface strain under loading was measured by strain gauge

Resin block as mandible bone

Surface strain of resin/resin

E3

Nagasawa et al. [36]

2008

Implant embedded in a bone block (only compact bone)

CAD: a bone block (compact bone) was constructed by CAD

Homogeneous isotropic linear elasticity: compact bone

Mechanical loading test for implant, sectioned longitudinally

Nil

Implant deformation; no scientific values

E3

Huang et al. [37]

2005

Splinted or non-splinted 2-unit crowns supported by 2 or 3 implants embedded in bone

CT: CT of posterior portion of a cadaver mandible

Homogeneous anisotropic linear elasticity cortical bone: orthotopic linearly elastic material; trabecular bone: transversely isotropic linearly elastic material

Mechanical test: strain measured by strain gauge on model

Acrylic resin as mandible bone

Surface strain of resin/bone

E3

Iplikçioğlu et al. [38]

2003

Implant embedded in bone block

CAD: a resin block model was constructed by CAD

Nil (in this FEM, there was a resin model only and no living tissue simulation)

Mechanical test: measurement of stress on the implant, abutment, and resin

Resin block as bone

Stress distribution in resin and implants

E3

Chang et al. [27]

2016

Ball attachment overdenture (mandible, implant and attachment, mucosa, denture)

CT: from a single human mandible (edentulous 65-year-old woman)

Homogeneous isotropic linear elasticity

Mechanical test: strain measured by strain gauge on surface of bone model

Rapid prototype ABS plastic bone model, and a 3-mm layer of silicone to simulate mucosa

Surface strain of resin/bone

E3

Rezende et al. [28]

2015

Bone section with embedded implant and prosthesis (metal coping and porcelain), screws

CT: in vitro model (resin bone)

Homogeneous isotropic linear elasticity

Mechanical test: strain measured by strain gauge on surface of bone model

Polyurethane resin

Surface strain of resin/bone

E3

Chang et al. [39]

2012

Implants embedded in maxilla section with imperfect and perfect osseointegration under force loading

CT: data of maxillary first molar area

Inhomogeneous anisotropic linear elasticity cortical bone: anisotropic Trabecular bone: transversely isotropic linearly elastic material

Mechanical testing: strain measured by strain gauge and implant embedded in resin block

Resin block as maxillary bone

Surface strain of bone/resin block

E3

Chang et al. [40]

2012

Implants and crowns in a section of the maxilla

CAD: a bone block with a cortical layer and cancellous layer was constructed by CAD

Homogeneous anisotropic linear elasticity compact bone, cancellous bone

Mechanical testing: strain measured by strain gauge and implant embedded in resin block

ABS resin block as mandible bone

Surface strain of bone/resin block

E4

Zhiyong et al. [41]

2004

(1) Single tooth in bone block

(2) Single implant in bone block

(3) Various FPD supported by tooth and implant

CAD: a bone block model was constructed by CAD

Homogeneous isotropic linear elasticity: cortical and trabecular bone, dentin, PDL

Mechanical testing: comparison of displacement with actual measurements under the same tested loading conditions

Not mentioned

Implant displacement under loading

E4

Chang et al. [42]

2012

Implant embedded in a bone block

CAD: a bone block with a cortical layer and cancellous layer was constructed by CAD

Homogeneous isotropic linear elasticity: compact bone, cancellous bone

Mechanical testing: pullout testing of mini-implant inserted in synthetic bone material

Synthetic bone material as mandible bone

Pullout strength of mini-implant

E5

Inglam et al. [43]

2013

Implant embedded in a bone block

CAD: a bone block with a cortical layer and cancellous layer was constructed by CAD

Homogeneous anisotropic linear elasticity cortical bone: orthotopic isotropic

Trabecular bone: transversely isotropic linearly elastic material

Mechanical testing: strain measured by strain gauge and implant embedded in resin block

Resin block as mandible bone

Surface strain of bone/resin block

E5

Necchi et al. [44]

2003

Implant (fixture, abutment, and connecting screw)

Nil

Nil

Mechanical failure tests: preloading and functional loading conditions

Not mentioned

Maximum breaking force

E5

Genna et al. [45]

2003

Implant embedded in bone block

CAD: a resin block model was constructed by CAD

Nil (in this FEM, there was a resin model only and no living tissue simulation)

Cyclic mechanical fatigue testing: implant placed in epoxy resin and section of specimen examined under microscope

Epoxy resin block as bone

Comparison of locations of stress focus

E5

Perriard et al. [46]

2002

Different types of implant bodies and abutments embedded in resin

CAD: epoxy resin as bone

Nil (in this FEM, there was a resin model only and no living tissue simulation)

Mechanical fatigue testing of implant model: until half of samples still survived under loading

Resin block

Comparison of locations of stress concentrations

F1

Bruno Salles Sotto-Maior et al. [47]

2016

A bone model of mandibular right posterior region

CT: from a patient’s mandible

Homogeneous isotropic linear elasticity: cortical and trabecular bone

Clinical findings of bone loss at 1-year follow-up

In vivo: radiographic films of patients

Mechanoregulatory tissue model was employed to monitor the morphological changes in bone subjected to biomechanical loading

F1

Wang et al. [48]

2013

A 3D model of maxillary bone

CT image of maxillary bone section missing both central incisors

Homogeneous isotropic linear elasticity

Radiographs qualitatively compared regarding resemblance between computational remodeling results and clinical data

In vivo: radiographic films of patients

Comparison of variations in maxillary bone densities

F1

Choi et al. [50]

2012

Implants embedded in anterior maxilla

CT: anterior maxillary bone

Homogeneous isotropic linear elasticity compact bone, cancellous bone

Comparison of model implant displacement under the same load with clinical outcomes in literature

Literature

Model implant displacement

F1

Shen et al. [51]

2010

Implant embedded in mandibular right first molar area

CAD: a bone block with a cortical layer and cancellous layer was constructed by CAD

Homogeneous anisotropic linear elasticity: cortical bone, cancellous bone

Clinical data; comparison of implant displacement value under 20-N loading from clinical data

Clinical results

Implant displacement under loading

F1

Lin et al. [52]

2010

Implant embedded in mandible (cortical and cancellous bone), crown, teeth

CT: in vivo CT of a segment of mandible

Inhomogeneous anisotropic linear elasticity: cortical bone, cancellous bone (properties varied with density)

Clinical data: comparison of bone density with other clinical follow-up X-ray images

X-ray images of human

X-ray images

F2

MacGinnis et al. [49]

2014

3D skull model with masked sutures

CT: from 42-year-old man, 3D skull image excluding the mandible

Homogeneous isotropic linear elasticity

Comparison with past literature

 

Comparison with conclusions of past literature

F2

Fanuscu et al. [53]

2004

Unilateral edentulous posterior maxilla with grafted sinus

CAD: unilateral edentulous posterior maxilla with grafted sinus was constructed by computer

Homogeneous isotropic linear elasticity: cortical and trabecular bone

Validation with previous study by one of the authors in which photoelastic modeling with similar geometry was used

 

Location of stress

F2

Mellal et al. [54]

2004

Cylindrical implant, bone consisting of a cancellous core coated with cortical envelope

CAD: a bone section model was constructed by CAD

Homogeneous isotropic linear elasticity: cortical and trabecular bone

Literature: systematic search of the literature was conducted to relate the numerical predictions to existing in vivo data

  

F2

Zarone et al. [55]

2003

Mandible with 6 implants and prosthetic superstructure

Laser: a man’s total mandible by laser digitizer

Homogeneous isotropic linear elasticity: cortical and trabecular bone

Data from previous experiments: comparisons of range of medial convergence during opening and protrusive movements

  

G

Bulaqi et al. [56]

2015

Implants embedded in a bone block

CT data: mandible

Homogeneous isotropic linear elasticity

Comparison with theoretically predicted values (calculated with the equations)

 

values of conical to wretch torque ratio

G

Vayron et al. [57]

2015

Implants embedded in a bone block

CAD: cortical bone, newly formed bone, and trabecular bone

Homogeneous isotropic mechanical properties

Comparison with results using a 2D finite difference numerical model