Evidence map›Paper›PMID 41727319›Full record

ReviewFrontiers in cell and developmental biology2026

Current insights into circulating biomarkers and their potential for predicting adolescent idiopathic scoliosis progression.

Lavinia Raimondi, Alessandra Colombini, Alberto Ruffilli, Fabrizio Perna, Stefano Negrini, Angelo Toscano, Gianluca Giavaresi

Abstract readReview
In one paragraph

Review in Frontiers in cell and developmental biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
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.

Lavinia RaimondiSurgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy.
Alessandra ColombiniOrthopaedic Biotechnology Lab., IRCCS Galeazzi S. Ambrogio Hospital, Milan, Italy.
Alberto Ruffilli1st Orthopaedic and Traumatologic Clinic, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy.
Fabrizio PernaGeneral Orthopaedic, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy.
Stefano NegriniDepartment of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy.
Angelo ToscanoGeneral Orthopaedic, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy.
Gianluca GiavaresiSurgical Sciences and Technologies, IRCCS Istituto Ortopedico Rizzoli, Bologna, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Adolescent Idiopathic Scoliosis (AIS) is a three-dimensional deformation of the spine with a frontal plane curvature of 10° or more, measured using Cobb method. It typically gets more severe during pre-puberty and puberty, currently exhibiting unpredictable progression. Severe disease is more prevalent in females, and progression is associated with respiratory and neuromuscular dysfunction, pain, and psychological complications. Management strategies are guided by curve severity and include observation, therapeutic exercises, bracing, and surgery. Despite advances, the cellular and molecular mechanisms driving AIS remain poorly understood. Early detection and reliable progression biomarkers are increasingly recognized as critical to prevent clinical mismanagement. This mini-review summarizes current evidence on circulating biomarkers investigated in AIS, including growth-related hormones, bone metabolism proteins, and more recently non-coding RNAs (ncRNAs) such as microRNAs. In addition, we highlight key methodological limitations and risk-of-bias concerns across existing studies, especially the reliance on single-time-point sampling, underscoring the need for longitudinal prospective cohorts with repeated biomarker measurements. Such designs are critical for capturing dynamic biological changes, distinguishing stable from progressive cases, and validating biomarker trajectories for integration into clinically meaningful prediction models for AIS progression.

Indexed as

adolescent idiopathic scoliosis (AIS)biomarker validation in AISbone metabolism markerscirculating biomarkersdisease progressionmicroRNAs (miRNAs) detectionpathophysiology of scoliosis

Identifiers

PMID41727319
PMCPMC12920475

What Socratic holds

Textmetadata
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 Socratic graph.