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From Monogenic Myths to Multigene Facts: Exploring Variable Inheritance and the Emergence of Digenic/Oligogenic Models in Human Diseases

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

Publication Date: November 12, 2025
DOI: 10.5281/zenodo.14830090
Read Abstract

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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