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Metagenomic analysis of bacterial diversity in pigeon pea after soaking in water

Indonesian Journal of Biotechnology · Vol. 29 No. 3 (2024) · pp. 149–159

DOI
10.22146/ijbiotech.94293
ISSN
2089-2241, 0853-8654
Published
2024-09-30
Publisher
Universitas Gadjah Mada
Language
eng
License
creativecommons.org/licenses/by-sa/4.0

Abstract

This study investigated the diversity of bacterial community in the samples of pigeon pea (Cajanus cajan L. Millsp.) soaked in water for 12 h and 24 h. The detection of certain bacterial species in the samples that can be isolated and potentially be used as starter cultures in the development of pigeon pea‐based functional foods is the importance of this study. For bacterial identification, the V1–V9 regions on the 16S ribosomal RNA gene were amplified using 27F and 1492R primers under specific polymerase chain reaction conditions. Genomic DNA (130 ng) was sequenced on the R9.4 flow cell by Oxford Nanopore Technologies using a GridION sequencer. Library preparations were conducted using a Native Barcoding Kit 24 V14 (SQK‐NBD114.24). Primary data were acquired using MinKNOW version 22.05.7. A total of 13 bacterial families and 89 genera were identified in the pigeon pea sample soaked for 12 h, and 26 families and 90 genera were identified in the pigeon pea soaked for 24 h. The values of five diversity indices showed that the sample soaked in water for 24 h had richer bacterial abundance and diversity than for 12 h. Shannon and Simpson values revealed the higher bacterial diversity in the samples collected at 24 h than in those collected at 12 h. Species observation and abundance‐based coverage estimators (ACE) values demonstrated that the samples collected at 24 h harbored higher bac‐ terial richness than those collected at 12 h. Bacterial communities during soaking of the pigeon pea were dominated by the family Enterobacteriaceae and genus Enterobacter. The presence of bacterial genera like Lacticaseibacillus, Lentilactobacillus, and Secundilactobacillus is interesting because of their importance as starter cultures for fermented plant‐based milk products

Keywords

Collaboration network of the authors

40 authors · 79 co-authorship links · 2 across different organisations · showing the 40 most connected

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • IPB University
  • State University of Jakarta
  • Universitas Gadjah Mada
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Wadiyo WadiyoAffiliation unknown4
Udi UtomoAffiliation unknown4
Irfan Dwidya PrijambadaAffiliation unknown4
Slamet HaryonoAffiliation unknown3
Suryo WiyonoAffiliation unknown3
Ardaning NurilianiAffiliation unknown3
LANGKAH SEMBIRINGAffiliation unknown3
Didik IndradewaAffiliation unknown3
Charlie Ester de FretesAffiliation unknown3
Tri Rini NuringtyasAffiliation unknown3
Yatim RiyantoAffiliation unknown2
Malarsih MalarsihAffiliation unknown2
Mujimin MujiminAffiliation unknown2
Djoko SantosoAffiliation unknown2
Kikin Hamzah MutaqinIPB University2
Sri Hendrastuti HidayatIPB University2
Sudarsono SudarsonoAffiliation unknown2
Irwan IskandarAffiliation unknown2
Sudarningsih SudarningsihAffiliation unknown2
Satria BijaksanaAffiliation unknown2
Jaka WidadaUniversitas Gadjah Mada2
Siti KabirunAffiliation unknown2
Sri WedhastriAffiliation unknown2
Chusnul HidayatAffiliation unknown2
J. JasmanAffiliation unknown2
Rifqi Zahroh JanatunaimAffiliation unknown2
Radhiyah Mardhiyah HamidAffiliation unknown2
Rarastoeti PratiwiAffiliation unknown2
Alfino SebastianAffiliation unknown2
Hanum Mukti RahayuAffiliation unknown2
Wahyu Aristyaning PutriAffiliation unknown2
Anis Uswatun KhasanahAffiliation unknown2
Taryono TaryonoIPB University2
Ratna Dewi EskundariAffiliation unknown2
Jiel Vayyad RamadhanState University of Jakarta1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://jurnal.ugm.ac.id/ijbiotech/oai, first harvested 8 Nov 2026, last seen 8 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">Metagenomic analysis of bacterial diversity in pigeon pea after soaking in water</dc:title>
	<dc:creator>Sine, Yuni</dc:creator>
	<dc:creator>Widianto, Donny</dc:creator>
	<dc:creator>Purwestri, Yekti Asih</dc:creator>
	<dc:creator>Lee, Byong Hoon</dc:creator>
	<dc:creator>Widodo, Widodo</dc:creator>
	<dc:subject xml:lang="en-US">Bacterial diversity; Lactic acid bacteria; Metagenomic analysis; Pigeon pea; Soaking time</dc:subject>
	<dc:description xml:lang="en-US">This study investigated the diversity of bacterial community in the samples of pigeon pea (Cajanus cajan L. Millsp.) soaked in water for 12 h and 24 h. The detection of certain bacterial species in the samples that can be isolated and potentially be used as starter cultures in the development of pigeon pea‐based functional foods is the importance of this study. For bacterial identification, the V1–V9 regions on the 16S ribosomal RNA gene were amplified using 27F and 1492R primers under specific polymerase chain reaction conditions. Genomic DNA (130 ng) was sequenced on the R9.4 flow cell by Oxford Nanopore Technologies using a GridION sequencer. Library preparations were conducted using a Native Barcoding Kit 24 V14 (SQK‐NBD114.24). Primary data were acquired using MinKNOW version 22.05.7. A total of 13 bacterial families and 89 genera were identified in the pigeon pea sample soaked for 12 h, and 26 families and 90 genera were identified in the pigeon pea soaked for 24 h. The values of five diversity indices showed that the sample soaked in water for 24 h had richer bacterial abundance and diversity than for 12 h. Shannon and Simpson values revealed the higher bacterial diversity in the samples collected at 24 h than in those collected at 12 h. Species observation and abundance‐based coverage estimators (ACE) values demonstrated that the samples collected at 24 h harbored higher bac‐ terial richness than those collected at 12 h. Bacterial communities during soaking of the pigeon pea were dominated by the family Enterobacteriaceae and genus Enterobacter. The presence of bacterial genera like Lacticaseibacillus, Lentilactobacillus, and Secundilactobacillus is interesting because of their importance as starter cultures for fermented plant‐based milk products</dc:description>
	<dc:publisher xml:lang="en-US">Universitas Gadjah Mada</dc:publisher>
	<dc:contributor xml:lang="en-US"></dc:contributor>
	<dc:date>2024-09-30</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en-US">Original Research Articles</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.ugm.ac.id/ijbiotech/article/view/94293</dc:identifier>
	<dc:identifier>10.22146/ijbiotech.94293</dc:identifier>
	<dc:source xml:lang="en-US">Indonesian Journal of Biotechnology; Vol 29, No 3 (2024); 149-159</dc:source>
	<dc:source>2089-2241</dc:source>
	<dc:source>0853-8654</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://journal.ugm.ac.id/ijbiotech/article/view/94293/40177</dc:relation>
	<dc:relation>https://journal.ugm.ac.id/ijbiotech/article/downloadSuppFile/94293/31792</dc:relation>
	<dc:relation>https://journal.ugm.ac.id/ijbiotech/article/downloadSuppFile/94293/31793</dc:relation>
	<dc:relation>https://journal.ugm.ac.id/ijbiotech/article/downloadSuppFile/94293/31794</dc:relation>
	<dc:relation>https://journal.ugm.ac.id/ijbiotech/article/downloadSuppFile/94293/31796</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2024 The Author(s)</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
</oai_dc:dc>