Evidence map›Paper›PMID 42256872›Full record

ArticleEcology and evolution2026

Not Just a Matter of Space: Integrating Ecological Niche Modeling With Genotype-Environment Associations Suggests High Maladaptation Risks Under Climate Change for a Microendemic Malagasy Frog.

Francesco Belluardo, Mirko Di Febbraro, Javier Lobón-Rovira, Ivo Oliveira Alves, Malalatiana Rasoazanany, Franco Andreone, Gonçalo M Rosa, Simone Giovacchini, Enrico Mirone, Pushpinder Singh Jamwal and 8 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Francesco BelluardoEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0002-3967-2686
Mirko Di FebbraroEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0001-8898-7046
Javier Lobón-RoviraCIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado Universidade do Porto Vairão Portugal.ORCID https://orcid.org/0000-0003-4380-9427
Ivo Oliveira AlvesCIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado Universidade do Porto Vairão Portugal.ORCID https://orcid.org/0009-0000-1187-4211
Malalatiana RasoazananyMention Zoologie et Biodiversité Animale, Domaine Sciences et Technologies Université d'Antananarivo Antananarivo Madagascar.ORCID https://orcid.org/0009-0008-4242-8191
Franco AndreoneMuseo Regionale di Scienze Naturali Torino Italy.ORCID https://orcid.org/0000-0001-9809-5818
Gonçalo M RosaBiodiversity Research Institute (IMIB), CSIC-Universidad de Oviedo-Principality of Asturias Mieres Spain.ORCID https://orcid.org/0000-0002-8658-8436
Simone GiovacchiniEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0009-0004-0290-7455
Enrico MironeEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0009-0007-7187-4951
Pushpinder Singh JamwalEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0003-3800-9847
Sandra AfonsoCIBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado Universidade do Porto Vairão Portugal.ORCID https://orcid.org/0000-0001-7212-991X
Michele InnangiEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0003-2362-6025
Gabriella SferraUrban Biodiversity Laboratory, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0001-6721-8547
Emiliano TrucchiDepartment of Life and Environmental Sciences Marche Polytechnic University Ancona Italy.ORCID https://orcid.org/0000-0002-1270-5273
Alessandro MondanaroDepartment of Earth, Environment and Resource Sciences University of Naples Federico II Napoli Italy.ORCID https://orcid.org/0000-0003-0325-7066
Francesco CarotenutoDepartment of Earth, Environment and Resource Sciences University of Naples Federico II Napoli Italy.ORCID https://orcid.org/0000-0001-8343-723X
Anna LoyEnviXLab, Department of Biosciences and Territory University of Molise Pesche Italy.ORCID https://orcid.org/0000-0002-8934-6694
Angelica CrottiniDepartment of Biology University of Florence Sesto Fiorentino Italy.ORCID https://orcid.org/0000-0002-8505-3050

Funding

COMPUTER AIDED ANALYSIS OF ELECTROCARDIOGRAPHYZ01CT000002 · CIT · COMPUTER RESEARCH AND TECHNOLOGY · PI BAILEY, JAMES J. · 1985 to 2003
–
Intramural NIH HHS Z01 CT000002
6 · The paper itself

Abstract

Climate change is impacting biodiversity worldwide at an accelerating pace. Traditionally, Ecological Niche Models (ENMs) have been widely used to infer the likely impacts of climate change on species, while accounting for their potential dispersal towards climatically suitable habitats. More recently, Genotype-environment association (GEA) approaches applied to genomic data have opened the possibility to investigate local adaptation underlying species' genetic adaptive capacity, allowing quantification of maladaptation risk under future climatic conditions. In this study, we integrate ENMs with GEAs to assess climate change impacts on

Indexed as

ddRADgenetic offsethabitat suitabilitylocal adaptationMadagascarprotected areas

Identifiers

PMID42256872
PMCPMC13239544

What OpenQuestion 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 OpenQuestion graph.