Evidence map›Paper›PMID 42694367›Full record

ArticleCureus2026

Diagnostic Accuracy of Individual and Multimodal Pulp Sensibility Tests Compared With Radiographic Assessment for the Diagnosis of Pulpal Health: A Prospective Diagnostic Accuracy Study.

N Tulasi Priya, Amulya Vanapatla, Chaitanya Puppala, Aishwarya T N, Naresh Gaddala, Naseer Mohammad

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Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

N Tulasi PriyaDepartment of Conservative Dentistry and Endodontics, Government Dental College and Hospital, Hyderabad, IND.
Amulya VanapatlaDepartment of Conservative Dentistry and Endodontics, Government Dental College and Hospital, Hyderabad, IND.
Chaitanya PuppalaDepartment of Conservative Dentistry and Endodontics, Mamata Dental College, Khammam, IND.
Aishwarya T NDepartment of Conservative Dentistry and Endodontics, Sri Sai College of Dental Surgery and Hospital, Vikarabad, IND.
Naresh GaddalaDepartment of Conservative Dentistry and Endodontics, Sri Sai College of Dental Surgery and Hospital, Vikarabad, IND.
Naseer MohammadDepartment of Oral and Maxillofacial Surgery, Sri Sai College of Dental Surgery and Hospital, Vikarabad, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe diagnostic performance of individual pulp sensibility tests and multimodal diagnostic strategies for differentiating vital and necrotic pulps in teeth with endodontic-periodontal lesions remains uncertain. Therefore, this prospective diagnostic accuracy study evaluated and compared the diagnostic performance of individual pulp sensibility tests and multimodal diagnostic models with a composite reference standard. MATERIALS AND

methodsNinety-eight patients aged 18-65 years with endodontic-periodontal lesions underwent cold testing, heat testing, electric pulp testing, and pulse oximetry. The composite reference standard comprised radiographic assessment and intraoperative bleeding during the preparation of the access cavity. Diagnostic accuracy parameters such as sensitivity, specificity, predictive value, and area under the curve (AUC) were calculated for each test. Three multimodal models (parallel "OR," serial "AND," and weighted logistic regression) were developed and compared with the best-performing individual test using DeLong's test and McNemar's test.

resultsA total of 98 patients were included in the study, comprising 52 (53.1%) males and 46 (46.9%) females, with 175 teeth evaluated. Pulse oximetry demonstrated the highest individual diagnostic accuracy (AUC = 0.905, sensitivity = 93.0%, specificity = 88.0%), followed by the electric pulp tester (AUC = 0.860), cold test (AUC = 0.825), and heat test (AUC = 0.750). The parallel model achieved the highest sensitivity (97.0%), whereas the serial model achieved the highest specificity (97.3%). The weighted logistic regression model provided the best overall performance (AUC = 0.933, sensitivity = 91.0%, specificity = 90.7%), significantly outperforming pulse oximetry (p = 0.032) and the parallel model (p < 0.001). Pulse oximetry emerged as the strongest independent predictor of pulp necrosis in multivariable analysis (adjusted OR = 11.13, p < 0.001).

conclusionPulse oximetry demonstrated the highest diagnostic accuracy among the individual tests evaluated for assessing pulpal health. Although the parallel and serial multimodal models achieved the highest sensitivity and specificity, respectively, the weighted logistic regression model showed the best overall diagnostic performance by integrating information from multiple tests. These findings suggest that a multimodal approach incorporating pulse oximetry, electric pulp testing, and thermal testing may improve diagnostic accuracy and facilitate more informed treatment planning in endodontic practice.

Indexed as

dental pulp necrosispulp testpulse oximetryroc curvesensitivity and specificity

Identifiers

PMID42694367
PMCPMC13539165

What Socratic holds

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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 Socratic graph.