# Distinct mutational landscapes and phylogenomic insights of the SARS-CoV-2 delta variant in Pakistan and India: Regional evolution, novel mutations, and epidemiological implications

**Authors:** Nazia Fiaz, Atia Basheer, Imran Zahoor, Saima Naveed, Tahir Yaqub

PMC · DOI: 10.1371/journal.pone.0340704 · PLOS One · 2026-02-27

## TL;DR

This study compares the genetic mutations of the SARS-CoV-2 Delta variant in India and Pakistan, revealing distinct evolutionary patterns and highlighting the importance of genomic surveillance for public health.

## Contribution

The study identifies novel mutations and regional phylogenomic patterns of the Delta variant in two neighboring countries with differing pandemic impacts.

## Key findings

- Pakistani Delta isolates showed higher mutation density per genome compared to Indian isolates.
- Indian Delta genomes contained unique mutations in ORF3a, ORF7a, and ORF8, potentially reflecting population-specific evolution.
- Pakistani isolates clustered with Middle Eastern lineages, suggesting international travel as a source of introduction.

## Abstract

Delta SARS-CoV-2 triggered a devastating wave of COVID-19 in India, infecting approximately 26% of the population (~357 million people) within four months, with ~0.4 million new cases per day, and around 250,000 reported deaths. In contrast, Pakistan experienced a much milder Delta wave, recording only 320,333 infections and 6,287 deaths. Against this epidemiological background, the current study aimed to identify genomic mutations in the delta-variant isolates reported from India and Pakistan and to compare their mutational profiles and phylogenomic patterns, without inferring direct clinical causality, in these neighboring countries. We analyzed 1,312 Pakistani and 3,140 Indian delta-variant genomes from the GISAID database to characterize their mutational spectrum and phylogenomic relationships in a global context. A total of 3,412 mutations were identified in Pakistani isolates compared with 6,856 mutations in Indian samples, reflecting differences in sample size, with NSP3 and spike protein emerging as the most frequently mutated regions. After normalization on a per-genome basis, Pakistani Delta genomes showed a slightly higher mutation density across most ORFs. Several globally common mutations, including ORF8: S84L, ORF1b: P1000L, and S: D157–158 deletions, were absent in both countries. Indian delta-genomes exhibited distinctive variants such as an M1M mutation in ORF7a and multiple stop-gain mutations in ORF3a, ORF7a, ORF8, ORF10, and NSP4, which may reflect population-specific evolutionary patterns rather than definitive effects on pathogenicity or transmissibility. In contrast, Pakistani isolates carried three novel missense mutations, NSP12b: Q348H, ORF6: K42E, and ORF3a: Y211H, at low prevalence. Phylogenomic analysis revealed that Pakistani isolates clustered primarily with Middle Eastern lineages, particularly from Saudi Arabia and Oman, suggesting international travel–linked introductions, rather than implying exclusive transmission routes. These findings highlight distinct regional evolutionary trajectories of delta-variant and demonstrate that differences in total mutation counts do not directly translate into per-genome mutational burden or disease severity. Our results emphasize the need for continued genomic surveillance to monitor region-specific viral adaptations and inform public health strategies.

## Linked entities

- **Genes:** ORF8 (deoxyuridine triphosphatase) [NCBI Gene 920554], ORF1b (RNA dependent RNA polymerase) [NCBI Gene 3607989], S (Star) [NCBI Gene 33281], Orf_7a (Orf_7a) [NCBI Gene 1488638], ORF3a (ORF3a protein) [NCBI Gene 1489669], ORF10 (transactivating tegument protein VP16) [NCBI Gene 920547], PRSS57 (serine protease 57) [NCBI Gene 400668], ORF 6 (12 kDa protein) [NCBI Gene 911840], ORF3a (ORF3a protein) [NCBI Gene 1489669]
- **Proteins:** SH2D3C (SH2 domain containing 3C)
- **Diseases:** SARS-CoV-2 (MONDO:0100096), COVID-19 (MONDO:0100096)

## Full-text entities

- **Genes:** ORF10 (ORF10 protein) [NCBI Gene 43740576], S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}, ACE2 (angiotensin converting enzyme 2) [NCBI Gene 59272] {aka ACEH}, M (membrane glycoprotein) [NCBI Gene 43740571], ORF8 (ORF8 protein) [NCBI Gene 43740577], ORF3a (ORF3a protein) [NCBI Gene 43740569], ORF7a (ORF7a protein) [NCBI Gene 43740573], ORF6 (ORF6 protein) [NCBI Gene 43740572], ORF1ab (ORF1a polyprotein;ORF1ab polyprotein) [NCBI Gene 43740578], E (envelope protein) [NCBI Gene 43740570], N (nucleocapsid phosphoprotein) [NCBI Gene 43740575]
- **Diseases:** NTD (MESH:D009436), diabetes (MESH:D003920), deaths (MESH:D003643), infected (MESH:D007239), COVID-19 (MESH:D000086382)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** P129L, G142D, A488S, 6539C > T, 26054C > A, D217N, M72I, 11514C > T, H234Y, 29427G > A, 6120C > T, 27325A > G, 27389C > G, 5184C > T, 20396A > G, 25522G > T, A394V, 27281G > T, P218L, 23058C > G, 25439AG > CC, 7124C > T, I850L, 28703G > C, 17964G > T, 11418T > C, 24110A > C, T95I, F375S, T478K, 21987G > A, E156G, D144H, G215C, 6402C > T, D614G, 3542A > G, 29862G > A, S84L, 45G > T, 4181G > T, Y211H, 27406C > T, S84L, 27739C > T, A1918V, 9891C > T, 1268G > T, 18106G > T, 28249A > T, P46L, N72I, S1230F, 25166G > C, Q116H, 187A > C, 9559C > A, 25352G > T, 22227C > T, K160R

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12948076/full.md

## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12948076/full.md

## References

61 references — full list in the complete paper: https://tomesphere.com/paper/PMC12948076/full.md

---
Source: https://tomesphere.com/paper/PMC12948076