Evidence map›Paper›PMID 34113623›Full record

ArticleFrontiers in materials2021

Chemometrics-Assisted Raman Spectroscopy Characterization of Tunable Polymer-Peptide Hybrids for Dental Tissue Repair.

Paulette Spencer, Qiang Ye, Nilan J B Kamathewatta, Sarah K Woolfolk, Brenda S Bohaty, Anil Misra, Candan Tamerler

Open access · goldAbstract read
In one paragraph

Article in Frontiers in materials, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
2.0field-weighted citation impact, top 15% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 16 citations in OpenAlex.

  1. Multimodal microscopic and spectroscopic characterisation of heterogeneous iron oxyhydroxides in the human globus pallidus.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2026
    Article
  2. Article
  3. Review
  4. Guidance on biomaterials for periodontal tissue regeneration: Fabrication methods, materials and biological considerations.Dental materials : official publication of the Academy of Dental Materials · 2025
    Review
  5. Review
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors at 2 institutions in 1 country.

Paulette SpencerInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
Qiang YeInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
Nilan J B KamathewattaInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
Sarah K WoolfolkInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
Brenda S BohatyDepartment of Pediatric Dentistry, School of Dentistry, University of Missouri-Kansas City, Kansas City, MO, United States.
Anil MisraInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
Candan TamerlerInstitute for Bioengineering Research, University of Kansas, Lawrence, KS, United States.
University of Kansas · USUniversity of Missouri–Kansas City · US

Funding

Peptide-Polymer Engineering Dentin/Adhesive Interfacial Bond IntegrityR01DE025476 · NIDCR · UNIVERSITY OF KANSAS LAWRENCE · PI SPENCER, PAULETTE, TAMERLER-BEHAR, CANDAN · 2015 to 2024
$3.2M
NIDCR NIH HHS R01 DE025476
6 · The paper itself

Abstract

The interfaces that biological tissues form with biomaterials are invariably defective and frequently the location where failure initiates. Characterizing the phenomena that lead to failure is confounded by several factors including heterogeneous material/tissue interfaces. To seamlessly analyze across these diverse structures presents a wealth of analytical challenges. This study aims to develop a molecular-level understanding of a peptide-functionalized adhesive/collagen hybrid biomaterial using Raman spectroscopy combined with chemometrics approach. An engineered hydroxyapatite-binding peptide (HABP) was copolymerized in dentin adhesive and dentin was demineralized to provide collagen matrices that were partially infiltrated with the peptide-functionalized adhesive. Partial infiltration led to pockets of exposed collagen-a condition that simulates defects in adhesive/dentin interfaces. The spectroscopic results indicate that co-polymerizable HABP tethered to the adhesive promoted remineralization of the defects. The spatial distribution of collagen, adhesive, and mineral as well as crystallinity of the mineral across this heterogeneous material/tissue interface was determined using micro-Raman spectroscopy combined with chemometrics approach. The success of this combined approach in the characterization of material/tissue interfaces stems from its ability to extract quality parameters that are related to the essential and relevant portions of the spectral data, after filtering out noise and non-relevant information. This ability is critical when it is not possible to separate components for analysis such as investigations focused on,

Indexed as

chemometricscollagendivisive clustering analysishybridpeptide-mediated remineralizationpeptide-tethered adhesiveraman chemical imaging

Identifiers

PMID34113623
PMCPMC8186416
OpenAlexW3160040322

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.