Haseeba Shahzad1 ⃰,
Fizza Mubashir2, Saba Irshad1 ⃰, Muhammad Faheem Naeem3, Shah
Hussain4, Sana Gulzar2, Laraib Rana5, Amna Akram6, Busra Gunay7, Humaira
Fayyaz8, Amer Shoaib8, Khadija Muzaffar1, Maha Atif1, Aqsa Nawaz9, Ayesha
Liaqat10, Raafia Karamat1, Saba Saeed9
1School of
Biochemistry and Biotechnology, University of the Punjab, Quaid-i-Azam Campus,
Lahore, Pakistan
2Center of Excellence
in Molecular Biology (CEMB), University of Punjab, Lahore, Pakistan
3Nishtar Medical
University, Multan, Pakistan
4School of Pharmacy
& Medical Sciences, Griffith University, Australia
5Department of
Biochemistry, Faculty of Biological Sciences, Quaid-i-Azam University,
Islamabad, Pakistan
6Faisalabad Medical
University, Faisalabad
7Faculty of Science,
Department of Biology, Ege University, Bornova, Izmir, Turkiye
8Fatima Memorial
College of Medicine & Dentistry, Shadman, Lahore, Pakistan
9Department of
Biochemistry, Bahauddin Zakariya University, Multan, Pakistan
10School of
Biological Sciences, University of the Punjab, Quaid-i-Azam Campus, Lahore,
Pakistan
*For Correspondence
haseeba.res.sbb@pu.edu.pk
saba.sbb@pu.edu.pk
The conventional "one gene–one disease" template has shaped
our understanding of human genetics. Still, cumulative evidence reveals that
this approach is too simplistic for verifying the entire spectrum of clinical
phenotypes. It has been examined that presumed monogenic disorders often
exhibit variable expressivity, incomplete penetrance, and inexplicable
diagnostic gaps, the challenges that accentuate the impact of modifiers,
genetic background, and additional molecular contributors. Therefore, modern
genomics has switched towards multi-gene models, underscoring the mechanistic
underpinnings of digenic/oligogenic inheritance. These patterns reveal the
interplay of interacting proteins, pathways, polygenic load, and buffering
capacity that collaboratively determine disease onset and severity. This
switching clinically redefines genetic counseling, diagnostic strategies, and
the ethical outlook of genomic medicine, requiring consolidation of progressive
functional and bioinformatic interpretation tools. With the evolution of
precision medicine, the embracement of genetic complexity is not only a
scientific necessity but a clinical imperative. Shortly, the omics era is one
of nuanced gene–gene interactions, interconnected networks, and redefined
therapeutic horizons.
Keywords
Mendelian Concept, Monogenic Myths, Multigene Disorders, Variable Inheritance, Digenic/Oligogenic Models, Human Diseases
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