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Comparative analysis of S100 protein expression in healthy and irreversibly inflamed human dental pulps: A systematic review
* Corresponding author E-mail address: drganesh2009.aiims@gmail.com (G. Jadhav)
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Received: ,
Accepted: ,
Abstract
The objective of this systematic review was to comparatively evaluate the presence of S100 proteins in dental pulps (DPs) from normal and irreversibly inflamed (asymptomatic as well as symptomatic) teeth. DP from human extracted teeth with a diagnosis of either symptomatic irreversible pulpitis (SIP) or asymptomatic irreversible pulpitis (AIP), in participants of any age or sex, irrespective of the type of teeth affected, were included. All published work, where English translation is possible, including in vitro as well as clinical studies, was incorporated (Till 31-07-2024). Data was retrieved independently by three reviewers, and any differences were clarified through discussion. The QUIN tool was applied for risk of bias (ROB) assessment. Five studies underwent statistical analysis and data extraction after pre-screening, the inclusion-exclusion criteria were applied, and the population, intervention, comparison, outcome (PICO) questions were addressed. Proteins S100-A1, -A2, -A3, -A4, -A6, -A8, and -A9 were substantially less prevalent in permanently inflamed DP than in normal DP at several anatomic locations. S100-A7 detected certain trends, although they weren’t very noticeable. In the pulpal stroma, S100-A1, -A2, -A3, -A4, -A8, and -A9 proteins were shown to be substantially more prevalent in AIP and SIP specimens than in normal pulp (NP) specimens. In the odontoblast layer, S100-A1, -A6, -A8, and -A9 were shown to be substantially less common in SIP than in NP, whereas S100-A9 was found to be much less common in AIP than in NP. Under specific circumstances, S100-A1, -A2, -A3, -A4, -A6, -A8, and -A9 appear to be involved in the development of pulp stones and localized calcification processes of the DP.
Keywords
Human dental pulp
Irreversible pulpitis
S100 proteins
Systematic review
1. Introduction
The dental pulp (DP) is a highly intricate connective tissue innervated by trigeminal sensory neurons, primarily types A and C (Henry and Hargreaves, 2007). Pain occurs when the densely innervated pulp-dentine complex becomes inflamed (Bergenholtz, 1981; de arruda et al., 2023; Morse, 1977). Rapid responses to acute pain are stimulated by type A myelinated fibers situated in the farthest layer of the coronal DP (Bergenholtz, 1981). In DP, type C nerve fibers are responsible for the slow transmission of pain sensation in response to noxious stimuli (de arruda et al., 2023; Morse, 1977). This involves a plethora of events, like neuro-immune and neuro-vascular changes, ultimately leading to degenerative changes in DP (de arruda et al., 2023). Currently, DP sensibility tests are the most commonly used tools to determine pulp status based on pulpal neural innervation (de arruda et al., 2023). However, literature has shown that the classification of pain depending upon the clinical tests only is not entirely dependable for arriving at an endodontic diagnosis (Bjørndal et al., 2019; de arruda et al., 2023). Hence, various classifications have been proposed, combining clinico-histological conditions to arrive at an accurate diagnosis, which can result in a diagnostic dilemma (Bjørndal et al., 2019; de arruda et al., 2023). The correlation between the clinical symptoms and histology of the dental pulp is often obscure, leading to diagnostic challenges (Bjørndal et al., 2019; de arruda et al., 2023; Yildirim, 2024). No link has been fully elucidated between pain and irreversible changes in DP, as demonstrated by previous studies (de arruda et al., 2023). Hence, there is a need to devise alternative diagnostic tests to match the clinical diagnosis and symptoms.
The levels of various proteins, such as S100 protein, can be accurately assessed in pulpal blood to aid in the diagnosis of pulp conditions. These S100 proteins are calcium‐binding, neuronal regulatory proteins used to evaluate the DP’s nerve structures (de arruda et al., 2023). A large variety of cellular functions, such as cell growth, proliferation, differentiation, apoptosis, calcium homeostasis, energy metabolism, inflammation, and migration, are carried out by S100 proteins (Jungbluth et al., 2023; Khorasani et al., 2018). Additionally, S100 is an important part of host’s acquired and innate immune system (Sorci et al., 2010). It is linked to varied manifestations of gene expressions leading to a plethora of diseases (Cizkova et al., 2021). Inflammation of DP leads to upregulation of several variants of S100 protein, such as S100-A7, -A8, and -A9 (Sorci et al., 2010) (Jungbluth et al., 2023). The nerve fiber density in healthy, as well as inflamed human pulp, and possibly compromised integrity in pulpal inflammation with the progress of inflammation, are investigated using S100 proteins, which are expressed mainly by Schwann cells (Jungbluth et al., 2023; Khorasani et al., 2018).
McLachlan et al., showed that there is an increased expression rate for S100-A8, -A9, -A12, and -A13 in DP of carious teeth in comparison to non-carious teeth (McLachlan et al., 2004). On the contrary, Khorasani et al., demonstrated reduced levels of S100-A12 in human DP with inflammation. In carious teeth, S100-A7 is secreted by matrix metalloproteinases 20 (MMP-20) (Komichi et al., 2019). Charoenpong et al., corelated the relation between the mechanical stress on S100-A7 and osteoclast differentiation. They found that there is a significant upregulation of S100-A7 levels in DP of orthodontically treated teeth. Additionally, it was shown that S100-A7 stimulated the differentiation of monocytes into odontoclasts (Charoenpong et al., 2019). Gallorini et al., opined that S100-A4 expression is increased 10- to 100-fold in odontoblasts and can therefore be used as a possible marker for these cells. S100-A4 is an integral part of inflammation and mineralization processes (Gallorini et al., 2021a). In irreversible pulpitis, expression of various S100 proteins is altered in comparison to normal DP tissue (Jungbluth et al., 2023). Therefore, S100 protein expression is considered important in different inflammatory changes of the DP. However, the results of previous studies regarding S100 proteins are contradictory. Hence, the current systematic review was conducted to evaluate the tissue-specific localization of S100 proteins in normal and inflamed DP.
2. Methods
2.1 Protocol and registration
Preferred Reporting Items for Systematic Reviews and Meta-Analyses, 2020 (PRISMA 2020) guidelines and the Cochrane Handbook for Systematic Reviews were followed while planning for this meta-analysis. It was listed at PROSPERO under registration code CRD42024557251 (Fig. 1).

- PRISMA 2020 flow diagram
2.2 Focused review question
What are the differences in S100 proteins expression in normal versus inflamed DP as identified through immunohistochemical analysis?
2.3 Eligibility criteria
The results obtained during the searches were evaluated for appropriateness, and those considered appropriate were evaluated depending upon inclusion-exclusion criteria (Table 1).
| Population | Exposure | Comparison | Outcome | Study design |
|---|---|---|---|---|
| Human extracted teeth, DP | Irreversible pulpitis, SIP, AIP, chronic irreversible pulpitis | Healthy DP | S100 protein | In vitro, clinical, Randomized, and non-randomized clinical trials |
2.4 Inclusion criteria
DP from human extracted teeth with a diagnosis of either symptomatic irreversible pulpitis (SIP) or asymptomatic irreversible pulpitis (AIP), in participants of any age or sex, irrespective of the type of teeth affected, were included. All published work, where English translation is possible, including laboratory as well as clinical, was incorporated (Till 31-07-2024). The differential expression of S100 proteins in normal DP compared to inflamed DP, as measured by immunohistochemical analysis, was the outcome considered in this study. Case reports and animal studies were excluded.
2.5 Search strategy
Electronic searches were independently conducted in Cochrane Central Register (CENTRAL), MEDLINE, DOAJ, and PMC with precise vocabulary and free-text terms (Table 2) (last update, July 31, 2024). population, intervention, comparison, outcome (PICO) criteria were used for the inclusion of studies. Two investigators (AS and AH) evaluated abstracts along with the title to rule out potentially suitable studies. Third investigator (GJ) intervened in case of any query. The PRISMA guidelines were followed for steering a meta-analysis. The full search strategies aimed to include all types of studies that have ever been performed comparing the variance in S100 protein expression amongst normal and inflamed DP. In addition, hand searches were conducted among the reference lists of eligible primary reports and relevant review articles. Tables 1 and 2 show a combination of keywords, MeSH terms, and Boolean operators (advanced search option).
| Database | Search | Number of articles obtained |
|---|---|---|
| PubMed | ((human dental pulp) AND (irreversible pulpitis OR symptomatic irreversible pulpitis OR SIP OR asymptomatic irreversible pulpitis OR chronic irreversible pulpitis)) AND ((S100 protein) OR (S100 protein)) | 4 |
| PMC/MEDLINE | (((“humans”[MeSH Terms] OR “humans”[All Fields] OR “human”[All Fields]) AND (“dental pulp”[MeSH Terms] OR (“dental”[All Fields] AND “pulp”[All Fields]) OR “dental pulp”[All Fields])) AND ((irreversible[All Fields] AND (“pulpitis”[MeSH Terms] OR “pulpitis”[All Fields])) OR (symptomatic[All Fields] AND irreversible[All Fields] AND (“pulpitis”[MeSH Terms] OR “pulpitis”[All Fields])) OR “sip”[All Fields] OR (asymptomatic[All Fields] AND irreversible[All Fields] AND (“pulpitis”[MeSH Terms] OR “pulpitis”[All Fields])) OR (chronic[All Fields] AND irreversible[All Fields] AND (“pulpitis”[MeSH Terms] OR “pulpitis”[All Fields])))) AND ((“s100 proteins”[MeSH Terms] OR (“s100”[All Fields] AND “proteins”[All Fields]) OR “s100 proteins”[All Fields] OR “s 100 protein”[All Fields]) OR (“s100 proteins”[MeSH Terms] OR (“s100”[All Fields] AND “proteins”[All Fields]) OR “s100 proteins”[All Fields] OR (“s100”[All Fields] AND “protein”[All Fields]) OR “s100 protein”[All Fields])) | 34 |
| Cochrane central library | Human extracted teeth OR dental pulp AND Irreversible pulpitis OR symptomatic irreversible pulpitis OR SIP OR asymptomatic irreversible pulpitis OR chronic irreversible pulpitis AND Healthy dental pulp AND S100 protein | 17 |
| DOAJ | Human extracted teeth OR dental pulp AND Irreversible pulpitis OR symptomatic irreversible pulpitis OR SIP OR asymptomatic irreversible pulpitis OR chronic irreversible pulpitis AND Healthy dental pulp AND S100 protein | 78 |
2.6 Selection of studies
The titles and abstracts of all studies were critically analyzed independently. The methods used to apply the selection criteria were the following:
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i.
Duplicate entries were eliminated by integrating searched outcomes.
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ii.
Removal of unrelated articles was done by evaluating titles and abstracts. Retrieval of full texts of related articles.
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iii.
Combining data from different articles.
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Cross-examination of full texts to confirm the compliance of the article.
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Contacting the researcher if deemed necessary.
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vi.
Data gathering is conducted if studies are found suitable.
2.7 Data extraction
Data was retrieved independently by three reviewers, and any differences were clarified by discussion. Data was gathered with the help of the following list:
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1.
Authors, Year, and Title
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2.
Nation
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Study type
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4.
Sample number
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5.
Sample used
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6.
Outcomes
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7.
Methods of outcome assessment
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8.
Results
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9.
Conclusion and other items
All relevant data were retrieved from the included studies and entered into an Excel sheet for all primary objectives.
2.8 Risk of bias assessment
QUIN tool was applied for risk of bias (ROB) assessment. A pre-determined set of domains of bias was used for quality assessment, e.g., clear objective, in-depth descriptions of sample size calculation. According to the QUIN tool, each study was categorized as ‘low,’ ‘medium,’ or ‘high’ ROB. Scores followed the below-mentioned scoring scheme: 0 - not applicable (not considered); 1 - inadequately specified; 2 - adequately specified. These scores were added to classify studies into one of three risk levels: high (<50%), medium (50-70%), or low risk (>70%) using the following equation:
All the incorporated studies displayed a moderate ROB. Hence, all studies exceeding 50% were incorporated. The details of the ROB assessment have been provided in Table 3.
| Study | Clearly stated aim, objectives | Detailed explanation - sample size calculation | Detailed explanation - sampling technique | Details of comparison group | Detailed explanation - methodology | Operator details | Randomization | Method of outcome measurement | Outcome assessment details | Blinding | Statistical analysis | Presentation of results | Score | % | ROB |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dourou 2006 | 2 | 0 | 0 | 2 | 2 | 0 | 0 | 2 | 2 | 0 | 2 | 2 | 14 | 58.33 | Medium |
| Khorasani 2016 | 2 | 0 | 0 | 2 | 2 | 0 | 0 | 2 | 2 | 0 | 2 | 2 | 14 | 58.33 | Medium |
| Arruda 2021 | 2 | 0 | 2 | 2 | 2 | 0 | 0 | 2 | 2 | 0 | 2 | 2 | 16 | 66.66 | Medium |
| Jungbluth 2022 | 2 | 0 | 0 | 2 | 2 | 1 | 0 | 2 | 2 | 0 | 2 | 2 | 15 | 62.50 | Medium |
| Jungbluth 2023 | 2 | 0 | 0 | 2 | 2 | 1 | 0 | 2 | 2 | 0 | 2 | 2 | 15 | 62.50 | Medium |
3. Results
3.1 Study selection
The primary database exploration gave 133 titles, of which 74 articles were duplicates. After careful evaluation of abstracts, 33 pertinent titles were chosen for recovery, and 22 were eliminated due to a lack of relation to the topic. After careful deliberation by reviewers, 11 articles were chosen for full-text evaluation. No other papers were found when the reference lists of the chosen studies were manually searched. Five studies were left after pre-screening, the inclusion-exclusion criteria were applied, and the PICO questions were addressed. The qualitative synthesis comprised five studies that underwent statistical analysis and data extraction (Table 4).
| Study ID | Place of study | Ethical approval | Study design | Sample size | Sample used | Case group | Control group | outcomes assessed | method of outcome assessment | Results | Author conclusions | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Case | Control | |||||||||||
| Dourou 2006 | Greece | Yes | In vitro | 5 | 15 | DP from freshly extracted human third molars | Symptomatically inflamed with pain spontaneity | normal pulpal status | S100B protein | immunohistochemistry | Normal pulp -, S100B studded nerves are prominently found apically (centrally located) and cononally in the sub-odontoblastic region. In inflammation, S100B is found coronally in the central part. | In the initial phases of inflammation, S100B may be proposed as a biological indicator of the sprouting of nerve fibers. |
| Khorasani 2016 | Iran | not mentioned | In vitro | 50 | 50 | DP | pulp from asymptomatic and decayed teeth | healthy pulp | S100A12 protein | Real-time PCR, RNA extraction, cDNA synthesis | S100A12 is reduced in pulpal inflammation | According to the findings, S100A12 is not involved in the process of inducing inflammation in the tooth pulp. |
| Arruda 021 | Brazil | Yes | In vitro | 16 | 5 | DP | inflamed pulp based on the following criteria: spontaneous symptomatology, positive response to a pulp sensibility test | healthy pulp | S100 protein | immunohistochemistry | IP samples showed a lower density of intact Nerve fibers regarding the expression of S100 as compared to control samples | According to the study’s findings, pulpitis is associated with various phases of degeneration and may be more severe in situations where pain occurs on its own. |
| Jungbluth 2022 | Germany | Yes | In vitro | 22 SIP:15AIP: 7 | 19 | DP | Teeth with a clinical diagnosis of either asymptomatic or SIP had their pulp isolated. pulpitis (AIP) | pulp of recently extracted, healthy third molars | S100 protein | PCR and RNA extraction | S100A6 and S100A13 had the greatest expression levels in healthy pulp and asymptomatic pulpitis, whereas S100A11 and S100A16 revealed the highest expression levels in symptomatic pulpitis. | The current study demonstrated notable disparities in gene expression patterns of S100 proteins when comparing samples from healthy and inflammatory tooth pulp. This is more in symptomatic compared to asymptomatic pulpitis. |
| Study ID | Place of study | Ethical approval | Study design | Sample size | Sample used | Case group | Control group | outcomes assessed | method of outcome assessment | Results | Author conclusions | |
| Case | Control | |||||||||||
| Jungbluth 2023 | Germany | Yes | In vitro | 28 SIP:15AIP: 13 | 17 | DP | pulp from asymptomatic and decayed teeth | healthy pulp | S100A1,-A2,-A3,-A4,-A6,-A7,-A8, and-A9 proteins | immunohistochemistry | The inflammatory tissues were always stained more powerfully than the normal tissues at this site (S100A1,-A2,-A3,-A4,-A8, and-A9). | Proteins S100A1, A2, A3, A4, A6, A8, and A9 are substantially less prevalent in permanently injured tooth pulp tissue than in normal tissue at various anatomic locations. |
3.2 Study characteristics
Table 4 lists the general features of the five studies that were part of this systematic review. Every study that was included had an in vitro study design. Greece, Iran, Brazil, and Germany were among the countries where this research was carried out.
A total of 227 DP samples were assessed in this systematic review. Among these samples, 121 were diagnosed as having irreversible pulpitis, and 106 were healthy pulps, serving as a control group. The following different types of S100 proteins were evaluated in the included studies: S100-B, S100-A12, S100, S100A1-A9. Methods used for the assessment of S100 proteins in the pulp tissue were immunohistochemistry, RNA extraction, and PCR. According to the findings of the included research, inflamed pulp had higher amounts of S100 proteins than healthy pulp. One potential biological indicator of nerve fiber sprouting in the early phases of pulpal inflammation is S100-B. Proteins S100-A1, -A2, -A3, -A4, -A6, -A8, and -A9 are substantially different in permanently inflamed DP tissue than in normal tissue at various anatomic locations. But, according to Khorasani et al., S100-A12 is not involved in the process of inducing inflammation in the tooth pulp (Khorasani et al., 2018).
4. Discussion
Trauma-induced inflammation of DP tissues may lead to root resorption due to the release of various cytokines (DE ARRUDA et al., 2023). In such inflammation, dental and periodontal stem cells play a primary role in osteoclast differentiation. Moreover, locally present immune cells (such as macrophages) release various pro‐inflammatory cytokines to attract osteoclast precursors during the inflammation. The occurrence of odontoclasts in the resorption zone has been shown in several studies (Galler et al., 2021; Sasaki, 2003). Resorption of dentin occurs through odontoclasts, which are osteoclast-like cells located in the DP. Expression of cathepsin K, tartrate‐resistant acid phosphatase, H+‐ATPase, and MMP‐9 is characteristic of odontoclasts (Babaji et al., 2017). During pulpitis, there is an increase in extravascular fluid movement that may lead to a manyfold increase in intrapulpal pressure, as the DP tissue is encased by a mineralized tissue (Heyeraas and Berggreen, 1999; Yildirim, 2024). When such mechanical stress is experienced by the DP cells, the cells secrete inflammatory mediators, among which is S100-A7. The differentiation of monocytes into osteoclasts/odontoclasts and enhancement of osteoclast resorption activity is promoted by S100-A7, contributing to root resorption (DE ARRUDA et al., 2023; Galler et al., 2021).
A comparative analysis was done between irreversibly inflamed (symptomatic and asymptomatic) and healthy DPs for the expression of thirteen different S100 genes. Both groups had significantly altered gene expression patterns, which established pulpitis as a clinical diagnosis. The expression of the majority of the S100 genes in SIP was decreased compared with healthy and AIP. Under the conditions of SIP, S100-A1, -A2, -A3, -A4, -A6, -A10, and -A13 were shown to be down-regulated, whereas these genes seem to be less affected in AIP. An endogenic pro-inflammatory factor, S100-A12, is considered a Damage-Associated Molecular Pattern (DAMP) molecule. Its expression is observed in several inflammatory diseases and can lead to the exacerbation of inflammation. One of the investigations in this review showed that, in comparison to healthy, non-inflamed pulp, mRNA levels of S100-A12 were considerably lower in inflamed pulp (Jungbluth et al., 2022). Given the inflammatory state of the inflamed pulp, it was anticipated that S100-A12 expression would rise; nevertheless, the findings run counter to the hypothesis. Toll-like receptors (TLRs) are important for identifying DAMPs and causing inflammation in injured tissues (Piccinini and Midwood, 2010). Previous investigations have shown that irritated pulp increases TLR expression levels, particularly TLR2 (Lee et al., 2021; Mutoh et al., 2007). According to the results of this study, the S100-A12 molecule, which is recognized by the Receptor for Advanced Glycation End Products (RAGE), does not play an important role in inflamed pulp. Detection and localization of S100 proteins in normal, symptomatic, and AIP were found using immunohistologic microscopy (Sorci et al., 2010). However, in inflamed DP, a significant alteration in S100 protein was seen at various locations, particularly in the stroma, odontoblast region, the pulp, and around the calcification bodies.
Thus, the study’s null hypothesis was disproved. This is the first comprehensive and systematic assessment of S100 protein immunohistochemical investigation in the meticulous diagnosis of inflamed pulpal tissues (Komichi et al., 2019). To determine the potential involvement of the corresponding S100 proteins in calcification processes, pathological defense, and physiological defense, analyses were performed at four distinct anatomic localizations. The odontoblast layer and calcification boundary regions showed accumulation of the proteins that are thought to interact during dentin and pulp stone formation (Goldberg, 2011). Potential involvement of the S100 protein in the pulpal functioning and inflammation was estimated and examined in the vascular walls and pulpal stroma (Pohl et al., 2024).
Excessive accumulation of S100-A1 protein at the odontoblast layer and calcification border areas in normal pulp (NP) and AIP indicates its active role in the calcification process (Gallorini et al., 2021b). Moreover, no reduction of S100-A1 protein in SIP compared with NP was found. In contrast, there was intense staining of pulpal stroma, suggesting that the accretion of S100-A1 protein would be more in SIP than in NP. In the pulpal stroma, S100-A2 was shown to be more prevalent in AIP and SIP than in NP. According to reports, S100-A3 enhanced the incidence of pulpal stroma inflammation, caused significant staining at the calcification boundary areas, and was more prominent in the odontoblast layers of NP, AIP, and SIP. These findings suggest that this protein plays a role in calcification processes.
Unlike the majority of the other S100 proteins at this site, which were distributed over a larger area, the S100-A4 protein accumulated in the inflamed pulpal stroma in a cluster-like pattern (Zhan et al., 2023). In the odontoblast layer, S100-A4 primarily displayed moderate to intense staining, although in two-thirds of the SIP specimens, this position could not be determined (Cai et al., 2022). In the pulpal stroma and odontoblast layer, there were more dispersed round monocytes with strong S100-A4 nuclear staining (Jungbluth et al., 2023).
Even under normal circumstances, S100-A6 appeared to be at a reasonably high level in the pulp tissue, at the calcification sites, and in the vessels; there were no discernible modifications when inflammation occurred (Yamamoto et al., 2015). In the odontoblast layer, it was significantly accumulated in NP and AIP, while SIP was decreased. S100-A7 was only weakly stained, and there were no discernible differences between the odontoblast layer and pulpal stroma under normal and inflammatory settings (Donato et al., 2013). Strong staining was seen in AIP single stroma specimens. On the other hand, all diagnoses had moderate to severe staining at the calcification border locations, while AIP 3030 showed the most prominent staining (Zhou et al., 2020). The odontoblast layer in NP showed moderate to high staining, whereas SIP with S100-A8 and -A9, and AIP with S100-A9, showed significantly less staining. In AIP, the decrease was less noticeable with S100-A8. In the pulp, both proteins were substantially more prevalent in AIP and SIP than in NP. For both proteins, moderate to intense staining was seen at the calcification border areas in all three diagnoses, but S100-A9 showed a notable intensification. Alongside the vessels, extreme stains were observed, but there was no discernible pattern between the groups (Jungbluth et al., 2023; Komichi et al., 2019).
5. Limitations and Future Implications
The included studies have only mentioned the occurrence of various S100 proteins at different anatomic locations in inflamed pulp and have compared them with normal pulp, but future studies can be carried out to describe the importance of their occurrence and their clinical correlation.
6. Conclusions
Proteins S100-A1, -A2, -A3, -A4, -A6, -A8, and -A9 were substantially less prevalent in permanently inflamed DP than in normal DP at several anatomic locations. S100-A7 detected certain trends, although they weren’t very noticeable. In the pulpal stroma, S100-A1, -A2, -A3, -A4, -A8, and -A9 proteins were shown to be substantially more prevalent in AIP and SIP specimens than in NP. S100-A1, -A6, -A8, and -A9 were shown to be substantially less common in SIP than in NP, whereas S100-A9 was found to be much less common in AIP than in NP in the odontoblastic layer. Under specific circumstances, S100-A1, -A2, -A3, -A4, -A6, -A8, and -A9 appear to be involved in the development of pulp stones and localized calcification phenomena of the DP.
Acknowledgement
The authors extend their appreciation to the Deanship of Scientific Research and graduate studies at King Khalid University for supporting this work through Large Group Project RGP-2/226/46.
CRediT authorship contribution statement
Adapa Sri Shivapriya: Conceptualization, methodology, literature search, data extraction, writing – original draft. Ajit Hindlekar: Methodology, data validation, formal analysis, writing – review & editing. Ganesh R. Jadhav: Supervision, project administration, critical review, correspondence handling. Vamshi Humnabad: Data curation, software, visualization, writing – review & editing. Rutuja Patil: Literature search, data extraction, editing and formatting. Shafait Ullah Khateeb: Statistical analysis, interpretation of results, review & editing. Shahabe Abullais Saquib: Resources, validation, writing – review & editing. Riyanka Saluja: Final manuscript review, proofreading, reference verification.
Declaration of competing interest
The authors declare that they have no competing financial interests or personal relationships that could have influenced the work presented in this paper.
Declaration of Generative AI and AI-assisted technologies in the writing process
The authors confirm that there was no use of Artificial Intelligence (AI)-Assisted Technology for assisting in the writing or editing of the manuscript and no images were manipulated using AI.
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