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Record W7008501059

CHEMICAL AND TOPOGRAPHICAL SURFACE MODIFICATION OF POLYMERS FOR PROTEIN IMMOBILIZATION

2023· dissertation· en· W7008501059 on OpenAlexfundno aff

Bibliographic record

VenueMacSphere (McMaster University) · 2023
Typedissertation
Languageen
FieldMaterials Science
TopicPolymer Surface Interaction Studies
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaMitacsMcMaster University
KeywordsBiomoleculeProtein adsorptionPolymerSurface modificationPolydimethylsiloxaneBovine serum albuminAdsorptionChemical modificationBiosensor
DOInot available

Abstract

fetched live from OpenAlex

When materials contact biological fluids including blood, protein adsorption occurs rapidly and the proteins present at the interface can subsequently influence the biological response, potentially causing undesired reactions and the failure of medical devices. This thesis explores the impact of surface properties on protein attachment to materials, providing crucial insights into material functionality and the response in biological conditions. To address the lack of control of proteins at interfaces, several surface modification strategies were developed including topographical, chemical and biological methods. These approaches aim to enhance the immobilization of specific proteins on polymer surfaces and obtain an improved understanding of the interactions. Bovine serum albumin (BSA), fibrinogen (Fg), fetuin-A (Fet-A) and immunoglobulin G (IgG) served as models to investigate the protein adsorption, competitive surface affinity and immobilization efficiency on modified surfaces. These desired biomolecules were immobilized on polymers using polydopamine (PDA) and newly synthesized diazirine molecules as linkers for surface conjugation with detailed characterization performed. The results indicated that micropatterned surfaces increased protein immobilization on polydimethylsiloxane (PDMS) by providing greater surface area. PDA-modified PDMS exhibited enhanced protein capacity along with good stability and combining micropatterns with PDA improved levels further. Multiple proteins were immobilized and the amounts could be controlled through either simultaneous or sequential methods. The strength of attachment of the proteins was influenced by the surrounding biological environment based on the concentrations of proteins. For diazirine-modified surfaces, activation through thermal and ultraviolet (UV) methods significantly improved both the quantity and stability of proteins immobilized on PDMS and polyurethane (PU). The diazirine conjugation approach is applicable to other substrates and can provide benefits for intricate devices and implants. Overall, this thesis contributes new knowledge to understanding protein-material interactions and provides novel and promising strategies for modifying polymer surfaces to achieve functionalized biomaterials for various medical applications.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.431
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.021
GPT teacher head0.252
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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