-
Loading metrics
Open Access
Peer-reviewed
Research Article
Estimating genetic variability among diverse lentil collections through novel multivariate techniques
-
Syed Atiq Hussain ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Data curation, Formal analysis, Writing – original draft
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Muhammad Sajjad Iqbal ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Conceptualization, Project administration, Writing – original draft
* E-mail: drsajjad.iqbal@uog.edu.pk
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Muhammad Akbar ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Formal analysis
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Noshia Arshad ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Investigation, Methodology
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Saba Munir ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Methodology, Resources
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Muhammad Azhar Ali ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Software
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Hajra Masood ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Validation
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Tahira Ahmad ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Resources
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Nazra Shaheen ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Resources
Affiliation Biodiversity Informatics, Genomics and Post Harvest Biology Laboratory, Department of Botany, University of Gujrat, Gujrat, Pakistan
⨯ -
Ayesha Tahir ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Resources
Affiliation Departmet of Biosciences, COMSATS University, Islamabad, Pakistan
⨯ -
Muhammad Ahson Khan ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Resources
Affiliation National Agricultural Research Center (NARC), Islamabad, Pakistan
⨯ -
Muhammad Kashif Ilyas ,
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Data curation, Validation
Affiliation National Agricultural Research Center (NARC), Islamabad, Pakistan
⨯ -
Abdul Ghafoor
Contributed equally to this work with: Syed Atiq Hussain, Muhammad Sajjad Iqbal, Muhammad Akbar, Noshia Arshad, Saba Munir, Muhammad Azhar Ali, Hajra Masood, Tahira Ahmad, Nazra Shaheen, Ayesha Tahir, Muhammad Ahson Khan, Muhammad Kashif Ilyas, Abdul Ghafoor
Roles Writing – review & editing
Affiliation National Agricultural Research Center (NARC), Islamabad, Pakistan
⨯
Estimating genetic variability among diverse lentil collections through novel multivariate techniques
- Syed Atiq Hussain,
- Muhammad Sajjad Iqbal,
- Muhammad Akbar,
- Noshia Arshad,
- Saba Munir,
- Muhammad Azhar Ali,
- Hajra Masood,
- Tahira Ahmad,
- Nazra Shaheen,
- Ayesha Tahir
- Published: June 30, 2022
- https://doi.org/10.1371/journal.pone.0269177