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Journal : Bioinformatics and Biomedical Research Journal

Identification of Significant Proteins in Coronavirus Disease 2019 Protein-Protein Interaction Using Principal Component Analysis and ClusterONE Ananta Kusuma, Wisnu; Farhan Ramadhani , Hilmi; Annisa
Bioinformatics and Biomedical Research Journal Vol. 3 No. 2 (2020): Volume 3 issue 2
Publisher : Future Science

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Abstract

Coronavirus Disease 2019 (COVID-19) will cause disease complications and organ damage due to excessive inflammatory reactions if left untreated. Computational analysis of protein-protein interactions can be carried out in various ways, including topological analysis and clustering of protein-protein interaction networks. Topological analysis can identify significant proteins by measuring the most important nodes with centrality measurements. By using Principal Component Analysis (PCA), the types of centrality measures were extracted into the overall centrality value. The study aimed to found significant proteins in COVID-19 protein-protein interactions using PCA and ClusterONE. This study used 57 proteins associated with COVID-19 to obtain protein networks. All of these proteins are homo sapiens organism. The number of proteins and the number of interactions from 57 proteins were 357 proteins and 1686 interactions. The results of this study consisted of two clusters; the best cluster was the first cluster with a lower p-value but had an average overall centrality value that closed to the second cluster. There are twenty important proteins in that cluster, and all of these proteins are related to COVID-19. These proteins are expected to be used in the process of discovering medicinal compounds in COVID-19.
Co-Authors Abdul Bashir ABDUL MUJIB Adila Awaludin Aditya, Frigita Selly Afifah Nabila Agil Adieb Prianto Agung Nugroho Ahmad Handayani AHMADI Akbar fadillah Alfreno Rizani, Muhammad Ali Johardi Alyssa, T. Sandra Amanda, Ami Amanta, Asha Leona Ananda Aulia Futra ANASTASYA SHINTA YULIANA Andhika, Bagas Dwi Andi Millaty Halifah Dirgahayu Lantara Andika Rusli, Andika ANGGAWATI IMANNIYAH Anisa Herawati Sagala Anita Syamsinar Anna Fauziah Anwar Sidik Apriani, Tanti Aqila, Rizki Akbar Ardani, Fika Arfan Ariel Aryanes Asbi Asyarina Ramadhani, Salisa Aulia Sudrajat, Adisti Aulia, Mulyani Safitri Auliah Juniarti, Rizky Aulianur, Ahlul Ayu Fitri Ningsih Azharudin, Afifah Roihana Bagas Dwi Andhika Baiti, Noor Baldric Siregar BIYANTO, FRASTO Buhori Chairul Adhim Courie, Rifqie Fathiarsya Darel Saffana Darmawan Denny Mathius Devani Dewi Ratnawati Dewi Suci Hartini Dicko Meilandara Dina Gustina Putri Dina Lestari, Dina Dina Mardiana Dingin Sibayang Dini Hayati Dri Heppi Dwina Florensia Dyah Aryani Perwitasari Edy Prihantoro Effran Zudeta Efriliana Dian Aningrum Eka Pratiwi Eka Pratiwi Eko Setiawan Elda Despalantri Erina Eris Wahyono Ester Fadhil Rahman Nurdin S Fajar, Rahmat Fanie Indah Manik Farhan Ramadhani , Hilmi Fathonah, Agi Tri Fathoni, Afriada Noor Fatimah Fatin Khairunissa fatmaauliazahra Fatmaridah Sabani Febrianda, Nuriasma Feri Oswari Firmansyah, Nedi FITRIA NINGSIH Fitria, Mita Fitriani, Dina Foci, Nia Arfina Galuh Maharani Putri Grahita Kusumastuti, Grahita Gultom, Rumondang Guslinda, Guslinda Gusman Lesmana Hadijah Haeruddin Hamdi Supriadi Hasibuan, M. Fauzi Hassanuddin B, M. Sultan Hatimah Hayat, Nurul Herda Ariyani Herdianti, Nita Hikam, Anas Ulil Hilya Halimatus Saadah Hotmatua Paralihan Husain, Saddan I Wayan Manacika Iffa Silfi Ulinnimah Ikhsaniyah, Nuril Ilman Fahmi Mustapa Imas Sukaesih Sitanggang Imelda Immy Suci Rohyani Indrawan Sani, Riyanda Ines Prasheila Kusmastuti Iredho Fani Reza Irvan Wiradinata Iskandar, Rizkiana Iswandi Iswandi Jamaludin Fahmi Jaya, Kasman Khadijah Ramadesfa Khairul Khairunnisa Khalida, Rahmi Kholda Assyfa Khori Ulni, Elvira Kusuma Putra, Lalu Shalya Laila Fatmawati Latifah Latifah Latifah, Nana Nafiri Lidya Yuningsih Like Efriani Linawati Linawati Luthfiyah, Fairuz Luthfiyyah Anjeli M. Brilyan Nurul Firdaus M. Sultan Hassanuddin B Mahdi, Arisul Marbun, Kesia Lina Uli Mardiningsih Marni Lubis Marsyah, Ulfy Martina, Siska Evi Meity Suryandari Melani Rosada Melfa Adilla Putri Merki Sardoni Meysari, Ana Mia Firauhinnur Miswanto Miswanto Mochamad Herdi Nurzaman Mohammad Yoshandi Muh. Rizal Muhammad Asyhar Agmalaro Muhammad Dendi Firdaus Pry Muhammad Rasidi Muhammad Rido Muhammad Walimsyah Sitorus Muhammad Yusuf Mukrimah Mulyani Safitri Aulia Murni Mustofa, Aida Nadila Elsa Nanda Nur Saputri Natasya, Hanna Zarah Nazwa Azzahra Nelly Maryam Ngatiyah Nia, Reza Anggita Nonie Afrianty Noorjenah Novalia, Cindi Novani Maryam Rambe Novita Wulandari Nur Azizah Reski Nur Faizi, Muhammad Nur Sonia Sitompul Nurbaety Nurhikmayanti, Ricda Nurul Saepul Rohman Ohorella, Noviawan Pandra, Viktor Pasaribu, Mahadir Pebri Agustus priyambodo, seto Purba, Anisa Rahma Putri Raeka Aziza Barus Putri, Sasi Fhatmayani R, Fitriani Rahmadani, Fitria Rahmadhani, Berliana Rahmah, Uliya Rahmasari, Synthia Nur Rajab, Muhammad Ahsan Ramadhan Lazuardi, Dian Ramadhan, Muh Syahru Ramadhianita, Dinda Ramlan RANI RANI, RANI Rasidi, Muhammad RATNAWATI Redhana Aulia Revita Melinda Reza Asfarani Ridha Millati Ridho Akbar Fadilah Rima Maulina Rismawanti RITA Rizali Robi'atul Adawiyah Rohmah, Ngestin Nur Rosita Rahmi Rostina Saade, Aminuddin Saade, Faisal Safitri, Aulia Indah Sasi Fhatmayani Putri Sayyid Ahmad Zakir Setiawan, Agam Setiawan Setiyati Jatiningsih Shaffa Sheila Dhiene Putri Sheva Semara Simatupang Shoalihin Sinaga, Janno Siregar, Azizah Siti Aisyah Siti Erisna Wati Siti Nurhidayati Sofyan Syamsuddin Solekan, Kirana Isabella Solvera, Esy Sri Rezeki Sri Setyadji Sri Sumiyati Sukma Utama Sulaiman Indrawan Sunarmi Suryo, Ersya Susanti, Yuniar Syifa Synthia Nur Rahmasari Syukriyansyah Tengku Annisa Saroya Tezzy Maria Sinta Tiara Wulandari Tifa Albiqryah Ulfa, Nur Laili Ulfy Marsyah Uli Makmun Hasibuan Vega Yoesepa Pamela Vivayani Wahyu Dewanti WAHIDIN, DARTO Wandika Widharto Ali Widya Anggraini Putri Widya Anggriani Putri Wijaya, Ilham Windatamara Wisnu Ananta Kusuma Yahfizham Yolanda, Yola Yonggiana Yoshandi, Mohammad Yosy Arisandy Yudhasepti, Wikarisa Yudi Wijanarko, Yudi YUNITA Yunita Asmin, Risna Yunita Carolina Yuniza Eka Putri Larasati Zulfatun Najah Zulfiyah Surdam