Evidence map›Paper›PMID 42829553›Full record

ArticleHuman mutation2026

Integrated Approach to Diagnosing Limb-Girdle Muscular Dystrophies in Resource-Limited Settings.

Hammad Yousaf, Lubaba Bintee Khalid, Affan Ahmed, Rafia Zafar Ghumman, Shaheer Hassan, Hijab Zahra, Ghazala Zafar, Kinza Rubab, Hazaratullah Azakai, Haq Nawaz Khan and 14 more

Abstract read
In one paragraph

Article in Human mutation, 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

24 authors.

Hammad YousafDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0009-0006-1538-2883
Lubaba Bintee KhalidDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.
Affan AhmedDivision of Women and Child Health The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0000-0002-7974-2730
Rafia Zafar GhummanIslam Medical College Sialkot Punjab Pakistan imdc.edu.pk.
Shaheer HassanMedical College The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0009-0008-5430-6247
Hijab ZahraDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0009-0004-5152-5154
Ghazala ZafarDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.
Kinza RubabUniversity Institute of Biochemistry and Biotechnology PMAS-Arid Agriculture University Rawalpindi Punjab Pakistan uaar.edu.pk.ORCID https://orcid.org/0009-0001-1584-616X
Hazaratullah AzakaiNational Institute of Rehabilitation Medicine (NIRM) Islamabad Islamabad Capital Territory Pakistan.
Haq Nawaz KhanDepartment of Pathology and Laboratory Medicine The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0000-0002-3289-3128
Qamar MahmoodFaculty of Rehabilitation and Allied Health Sciences Riphah International University Islamabad Islamabad Capital Territory Pakistan riphah.edu.pk.
Asmat AliDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.
Bilal Ahmad MianDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.
Zafar AliDepartment of Biotechnology Genetics Forensic and Microbiology University of Swat Swat Khyber Pakhtunkhwa Pakistan uswat.edu.pk.ORCID https://orcid.org/0000-0002-2389-3337
Mohammad RazaDepartment of Pediatrics and Child Health The Aga Khan University Hospital Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0000-0001-7655-6222
Sanam BanoDepartment of Pediatrics and Child Health The Aga Khan University Hospital Karachi Sindh Pakistan aku.edu.
Khairunnisa MukhtiarDepartment of Pediatrics and Child Health The Aga Khan University Hospital Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0009-0006-9794-1107
Uzma AbdullahUniversity Institute of Biochemistry and Biotechnology PMAS-Arid Agriculture University Rawalpindi Punjab Pakistan uaar.edu.pk.ORCID https://orcid.org/0000-0002-7168-8266
Shahnaz H IbrahimDepartment of Pediatrics and Child Health The Aga Khan University Hospital Karachi Sindh Pakistan aku.edu.
Shahid M BaigDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0000-0002-0683-5872
Mathias ToftInstitute of Clinical Medicine University of Oslo Oslo Norway uio.no.ORCID https://orcid.org/0000-0002-6723-6865
Salman KirmaniDivision of Women and Child Health The Aga Khan University Karachi Sindh Pakistan aku.edu.ORCID https://orcid.org/0000-0003-2039-5233
Zafar IqbalDepartment of Neurology Oslo University Hospital Oslo Norway oslo-universitetssykehus.no.ORCID https://orcid.org/0000-0002-6387-8019
Ambrin FatimaDepartment of Biological and Biomedical Sciences The Aga Khan University Karachi Sindh Pakistan aku.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Limb-girdle muscular dystrophies (LGMD) are a genetically heterogeneous group of neuromuscular disorders characterized by overlapping clinical features, including progressive muscle weakness and wasting, elevated creatine kinase (CK) levels, and motor and skeletal abnormalities. Due to phenotypic overlap and variable severity, clinical diagnosis alone is often unreliable. Incorporation of genetic investigations to aid diagnosis/differential diagnosis has accelerated the diagnostic process but remains largely limited to developed countries. Here, we employed genetic testing as a first-tier approach to simplify the diagnostic journey in a resource-limited setting, combined with preliminary functional analyses to identify the underlying genetic cause. Our cohort included 46 affected individuals (31 males, 15 females) from 29 families with a mean age of 23.59 ± 11.87 years and a mean age at onset of 14.8 ± 9.2 years. All individuals presented with progressive muscle weakness, elevated CK levels, movement difficulties, and gait abnormalities. Genetic testing identified pathogenic/likely pathogenic variants in

Indexed as

Muscular Dystrophies, Limb-GirdleAdolescentAdultCalpainChildDysferlinFemaleGenetic TestingHumansLamininMaleMuscle ProteinsMutationPhenotypeSarcoglycansYoung AdultCalpainCAPN3 protein, humanDysferlinDYSF protein, humanLamininlaminin alpha 2Muscle ProteinsSarcoglycansSGCA protein, humanCAPN3COL12A1DYSFESLAMA2LGMDSGCA

Identifiers

PMID42829553
PMCPMC13633453

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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 OpenQuestion graph.