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Aug 11, 2026·Frontiers in Science
0 cites
Sequencing life on Earth: why the Global South must be central

Sibelle Torres Vilaça, Alexandre Aleixo, Juliana A. Vianna

The biodiversity crisis is accelerating, with recent IUCN Red List confirming multiple recent species extinctions (IUCN, 2025). Of the 17 megadiverse countries, which account for ~70% of Earth's biodiversity, 15 are part of the Global South. Most of the habitat and biodiversity loss is concentrated in nine of the megadiverse countries. Generating knowledge for all life on Earth is fundamental for bending the curve of biodiversity loss, and genomics has recently emerged as an important component in conservation biology. Mapping and understanding genome-wide variation can help estimate important biological variables essential for species conservation, understanding adaptation to climate change, and predicting populations' long-term resilience (Vilaça et al., 2024).Genome sequencing has ramped up in the last decade as the costs drop and technology advances (Wetterstrand et al, 2025). The Earth BioGenome Project (EBP) is capitalizing on this in its aim to sequencing the genomes of all known eukaryotic species. The lead article by Blaxter et al., (2025) paves the way for Phase II of the EBP, which aims to sequence reference genomes for 150,000 species throughout the tree of life. With an estimated cost of US$ 1.1 billion (US$4.42 billion for all 3 phases) Phase II will bring important developments in technology for data production and processing, while establishing sequencing centers worldwide. Although these accomplishments are set to change the way we do biodiversity genomics research globally, we believe that major challenges need to be overcome for the project to accomplish its goals and truly reach equitable partnerships and effective engagement with the Global South. Bringing our significant experience as researchers involved in EBP-affiliated initiatives based in South America, we address potential blockers for Phase II in the Global South in sequencing infrastructure and technology, funding sources, enabling equitable global participation, and engaging government and policy makers.Sequencing life on Earth requires global participation, especially in biodiversity-rich regions. A solution proposed by Blaxter et al., (2025) involves the creation of decentralized laboratories (gBox) established at 25 regional nodes. This model is based on the approach used in outbreak response for pathogen detection like COVID-19. While laboratories for rapid response to disease outbreaks require a Biosecurity Level 3/4, the general infrastructure (Affara et al., 2021) is typically simpler in terms of equipment than the laboratories required for sequencing reference genomes. In our experience, maintaining sequencers in countries where few or no other similar equipment is available is challenging due to the lack of specialized and timely maintenance. The reliance on imported reagents from the Global North can further undermine efforts because of common cold-chain failures that often lead to reagents not arriving at their destination with the required integrity for optimal use (Vilaça et al., 2024). The current limitations in technology, maintenance, importing reagents, and keeping sample integrity are important obstacles that need to be overcome for the gBox model to work in countries without a tradition in genomic sequencing.Securing adequate funding remains a key issue. During the SARS-CoV-2 pandemic, rapid funding availability by governments and the private sector allowed investments of USD$9.2 billion in vaccine development (Tortorice et al., 2024) generating trillions in social, health, economic revenue. The same model is needed for biodiversity. With an estimated global cost of €14 trillion in ecosystem services associated with biodiversity loss until 2050 (ten Brink et al., 2009), this loss will bring severe impacts on health, economy and social well-being. Unfortunately, this sense of urgency is not yet instilled in funding priorities and financial investments. In our experience, this is a general pattern of biodiversity-related science funding, as both the Chilean and Brazilian governments have invested in large facilities for astronomy and physics (Catanzaro et al., 2014;Angelo, 2017). Environmental expenditures by governments decrease in times of recession with some countries failing to include biodiversity agendas in their post-COVID economy recovery packages (McElwee et al., 2020). Because reference genomic libraries are key for supporting the monitoring of endangered species and developing local bioeconomy initiatives, wider investments focused on biodiversity knowledge are necessary for its conservation and recovery. The creation of a global public-private co-funding mechanism similar to the recently established Tropical Forests Forever Facility (TFFF) -aimed at compensating financially countries that commit to preserving their tropical forests (https://www.wri.org/insights/financing-nature-conservation-tropical-forest-forever-facility) -could be explored as an alternative to support sequencing efforts in megadiverse countries. Under such a co-funding mechanism, Global South countries would find mechanisms for matching at least some percentage of the external funding that is brought into the country for biodiversity genomics in several alternative ways.We view this as an important step to root perennial biodiversity initiatives in their Global South countries' own territories. These mechanisms could include institutional commitments (e.g., integration into national biodiversity and bioeconomy agendas) and recurrent budget lines supporting the development of local biological collections, biobanks, and molecular biology laboratories, in addition to genomics expertise.Achieving the goals of Phase II of the EBP will require more than advances in sequencing technologies and expanded reference databases; it will require structural changes that enable equitable global participation and governance. Researchers based in megadiverse countries cannot be relegated to sample providers (Vilaça et al., 2024), but need to be embedded in decision-making, generate data locally, and contribute as skilled personnel.Therefore, it is important that EBP-Phase II -in addition to direct efforts to reference genome sequencing proper -also include the training of local researchers in genome sequencing, assembly, curation, and annotation to overcome the capacitation gap in genomics found nowadays in Global South countries.First, the involvement of Global South scientists within the EBP must extend to decision-making and leadership roles that reflect the contribution of the communities within megadiverse countries. Other critical roles include setting local priorities in terms of species to be sequenced and linking locally generated genomes with national research, development, and innovation agendas, as done in the Genomics of Brazilian Biodiversity (GBB) consortium (Vilaça et al., 2024;Povill et al., 2025). Recently, Latin American countries started organizing an EBP node (Red de Genomas Neotropicales -BioGenomas) with country representatives sharing experiences, realities and local models for sequencing projects with reduced financing support. Brazil and Chile began coordinating meetings with scientists from Argentina, Colombia, and Mexico. Since then, Argentina has set the first framework for a national biodiversity genomics consortium. In our model, organizing under nationwide initiatives, followed by a larger network is the first step to ensure that regional and local realities are represented and considered. Other approaches can also be used as models, like the African BioGenome Project, which started as a continent-wide initiative.Second, the feasibility of decentralized sequencing infrastructure-such as the proposed gBox-must be carefully evaluated within the context of countries facing recurrent challenges in importing reagents, maintaining equipment, and ensuring reliable cold-chain delivery. These barriers remain major bottlenecks that cannot be overlooked when deploying high-throughput sequencing technology globally. The establishment of the proposed US$0.5 billion Foundational Impact Fund (FIF) in Phase II is therefore essential. By focusing support on capacity development and long-term infrastructure in the Global South, the FIF could catalyze sustainable growth in biodiversity genomics rather than short-term or project-bound grants. Decentralized funding models, unconstrained from politically-bound research agendas are crucial for the EBP hubs to dictate research direction considering local aspects. In this way, we can focus on local solutions to solve global problems.In many Global South countries, the acquisition of reagents is hindered by persistent failures in maintaining the required cold chain during importation, customs delays, and the lack of reliable distributor networks. These issues lead to frequent reagent degradation and increased costs that slow down or halt genomic workflows. There is a pressing need for supply chains that support room temperature reagents to preserve, high-quality samples.Legal uncertainties, the absence of standardized national frameworks, and administrative bottlenecks further constrain access and sharing of biological samples. Creating and supporting existing local biodiversity biobanks, possibly associated with natural history collections, is also important for access to high-quality well-documented samples for genome sequencing. Addressing these challenges requires coordinated technological advances, policy development and long-term engagement with keystone local institutions.Third, a critical step toward enabling equitable participation in EBP's Phase II is transforming how political leaders and policymakers engage with biodiversity science. They must recognize that the biodiversity crisis is as urgent as climate change or future pandemics, and that delaying action will have profound consequences. The ongoing discussions in international policy like the Convention for Biological Diversity highlight a timely opportunity: biodiversity genomics must be integrated into global and national environmental agendas as a strategic tool for conservation, climate adaptation, and sustainable development.Genomic resources are not only essential for monitoring and protecting biodiversity, they also underpin emerging bioeconomy value chains, biotechnological innovation, and preparedness for future biological emergencies.Importantly, national public policies for genetic-resource protection-including implementation of the Nagoya Protocol and emerging approaches to Digital Sequence Information (DSI) benefit sharing-are key to enabling local sequencing and ensuring that local researchers remain central. Countries need legislation that not only regulates the use of genetic resources but also actively encourages and funds local sequencing, capacity development, and equitable scientific leadership. This will enable Global South researchers and governments to play active roles in international agreements, boosting their confidence in becoming equitable partners in biodiversity genomics initiatives, rather than adopting a defensive attitude to avoid any undue use of the countries' genomic resources.As biodiversity loss accelerates, investments in biodiversity genomics should not depend solely on academic enthusiasm; they must be recognized as essential national and global priorities, with clear economic, health, and societal implications. To realize this vision, policymakers should no longer be considered as "stakeholders". They must become active partners in the co-creation of genomic initiatives (see Vilaça et al. 2024). Co-designing strategies with governments ensures that genomic data are incorporated into national priorities, that legal frameworks evolve in tandem with scientific advances, and that investments in infrastructure and capacity remain stable across political cycles. This shift is especially critical for megadiverse countries, where genomic knowledge can directly inform sustainable resource management, climate resilience, and health surveillance systems. By integrating scientific, political, and community perspectives, the EBP Phase II can become not only a global sequencing effort but a transformative movement toward a more inclusive, resilient, and strategically valuable model of biodiversity science.Author contribution

Open access
Environmental DNA in Biodiversity Studies
Genomics and Phylogenetic Studies
Species Distribution and Climate Change
Original source
Nov 12, 2025·2025 9th International Conference on Information Technology (InCIT)
0 cites
zkConsensus: A Zero Knowledge Proof Implementation for Consensus Sequence Generation

Marxel S. Abogado, Worasait Suwannik, Geoffrey A. Solano, Somchoke Ruengittinun

Consensus sequences are reconstructed representations of original DNA strands, generated by aligning and combining multiple fragmented reads. This paper presents zkConsensus, a privacy-preserving system that verifies the generation of consensus sequences without revealing sensitive genetic information with the use of Zero-Knowledge Proofs (ZKPs). Implemented in Circom language, the circuit validates three validation parts: the consistency between original and aligned reads, the correctness of alignment scores across all read pairs, and the support for the consensus bases through majority voting. The system takes as public inputs the original reads, their lengths, and an expected score, while treating the alignments, reverse complement indications, start positions, and final consensus as private.

DNA and Biological Computing
Advanced biosensing and bioanalysis techniques
Genomics and Phylogenetic Studies
Original source
Jul 1, 2020·BMC Medical Genomics
20 cites
Decentralized genomics audit logging via permissioned blockchain ledgering

Nicholas D. Pattengale, Corey Hudson

BACKGROUND: One of the tasks in the iDASH Secure Genome Analysis Competition in 2018 was to develop blockchain-based immutable logging and querying for a cross-site genomic dataset access audit trail. The specific challenge was to design a time/space efficient structure and mechanism of storing/retrieving genomic data access logs, based on MultiChain version 1.0.4 ( https://www.multichain.com/ ). METHODS: Our technique uses the MultiChain stream application programming interface (which affords treating MultiChain as a key value store) and employs a two-level index, which naturally supports efficient queries of the data for single clause constraints. The scheme also supports heuristic and binary search techniques for queries containing conjunctions of clause constraints, and timestamp range queries. Of note, all of our techniques have complexity independent of inserted data set size, other than the timestamp ranges, which logarithmically scale with input size. RESULTS: We implemented our insertion and querying techniques in Python, using the MultiChain library Savoir ( https://github.com/dxmarkets/savoir ), and comprehensively tested our implementation across a benchmark of datasets of varying sizes. We also tested a port of our challenge submission to a newer version of MultiChain (2.0 beta), which natively supports multiple indices. CONCLUSIONS: We presented creative and efficient techniques for storing and querying log file data in MultiChain 1.0.4 and 2.0 beta. We demonstrated that it is feasible to use a permissioned blockchain ledger for genomic query log data when data volume is on the order of hundreds of megabytes and query times of dozens of minutes is acceptable. We demonstrated that evolution in the ledger platform (MultiChain 1 to 2) yielded a 30%-40% increase in insertion efficiency. All source code for this challenge has been made available under a BSD-3 license from https://github.com/sandialabs/idash2018task1/ .

Open access
Genomics and Phylogenetic Studies
Bioinformatics and Genomic Networks
Blockchain Technology Applications and Security
Original source
Jan 1, 2018·OSF Preprints (OSF Preprints)
24 cites
Cryptocurrencies and Zero Mode Wave guides: An unclouded path to a more contiguous Cannabis sativa L. genome assembly.

Kevin McKernan, Yvonne Helbert, Liam T. Kane, Heather Ebling · 14 authors

We describe the use of a Decentralized Autonomous Organization (DAO) to crypto-fund the single molecule sequencing and publication of a Type II Cannabis plant. This resulted in the construction of the most contiguous Cannabis genome assembly to date. The combined use of the Dash cryptocurrency, DAOs, and Pacific Biosciences sequencing delivered a 1.03 Gb genome with a N50 of 665Kb in 77 days from funding to public upload. This represents a 230 fold improvement in the contiguity of the first cannabis assemblies in 2011 and a 4 fold improvement over all cannabis assemblies to date. 34Gb of additional sequencing pushed the assembly to a N50 of 3.8Mb. Hi-C data from Phase Genomics further scaffolded the assembly to 35 contigs at an N50 of 74Mb but requires additional curation. The genome is partially phased and larger than previously reported (2N = 1.33Gb). The CBCA, THCA and CBDA synthase gene clusters have been phased onto respective contigs demonstrating tandem repeat expansions.

Open access
2 source records
Genomics and Phylogenetic Studies
Plant tissue culture and regeneration
Plant Virus Research Studies
Original source
Mar 6, 2017·Journal of Chemical Information and Modeling
60 cites
WURCS 2.0 Update To Encapsulate Ambiguous Carbohydrate Structures

Masaaki Matsubara, Kiyoko F. Aoki‐Kinoshita, Nobuyuki P. Aoki, Issaku Yamada · 5 authors

Accurate representation of structural ambiguity is important for storing carbohydrate structures containing varying levels of ambiguity in the literature and databases. Although many representations for carbohydrates have been developed in the past, a generalized but discrete representation format did not exist. We had previously developed the Web3 Unique Representation of Carbohydrate Structures (WURCS) in an attempt to define a generalizable and unique linear representation for carbohydrate structures. However, it lacked sufficient rules to uniquely describe ambiguous structures. In this work, we updated WURCS to handle such ambiguous monosaccharide structures. In particular, to handle structural ambiguity around (potential) carbonyl groups incidental to the carbohydrate analysis, we defined a representation of backbone carbons containing atomic-level ambiguity. As a result, we show that WURCS 2.0 can represent a wider variety of carbohydrate structures containing ambiguous monosaccharides, such as those whose ring closure is undefined or whose anomeric information is only known. This new format provides a representation of carbohydrates that was not possible before, and it is currently being used by the International Glycan Structure Repository GlyTouCan.

Open access
Glycosylation and Glycoproteins Research
Carbohydrate Chemistry and Synthesis
Genomics and Phylogenetic Studies
Original source
Feb 9, 2016·arXiv (Cornell University)
7 cites
Coinami: A Cryptocurrency with DNA Sequence Alignment as Proof-of-work

Atalay Mert İleri, Halil Ibrahim Ozercan, Alper Gundogdu, Ahmet K. Senol · 6 authors

Rate of growth of the amount of data generated using the high throughput sequencing (HTS) platforms now exceeds the growth stipulated by Moore's Law. The HTS data is expected to surpass those of other "big data" domains such as astronomy, before the year 2025. In addition to sequencing genomes for research purposes, genome and exome sequencing in clinical settings will be a routine part of health care. The analysis of such large amounts of data, however, is not without computational challenges. This burden is even more increased due to the periodic updates to reference genomes, which typically require re-analysis of existing data. Here we propose Coin-Application Mediator Interface (Coinami) to distribute the workload for mapping reads to reference genomes using a volunteer grid computer approach similar to Berkeley Open Infrastructure for Network Computing (BOINC). However, since HTS read mapping requires substantial computational resources and fast analysis turnout is desired, Coinami uses the HTS read mapping as proof-of-work to generate valid blocks to main its own cryptocurrency system, which may help motivate volunteers to dedicate more resources. The Coinami protocol includes mechanisms to ensure that jobs performed by volunteers are correct, and provides genomic data privacy. The prototype implementation of Coinami is available at http://coinami.github.io/.

Open access
2 source records
cs.CE
cs.CR
q-bio.GN
Original source
Jun 4, 2014·Journal of Chemical Information and Modeling
77 cites
WURCS: The Web3 Unique Representation of Carbohydrate Structures

Kenichi Tanaka, Kiyoko F. Aoki‐Kinoshita, Masaaki Kotera, Hiromichi Sawaki · 11 authors

In recent years, the Semantic Web has become the focus of life science database development as a means to link life science data in an effective and efficient manner. In order for carbohydrate data to be applied to this new technology, there are two requirements for carbohydrate data representations: (1) a linear notation which can be used as a URI (Uniform Resource Identifier) if needed and (2) a unique notation such that any published glycan structure can be represented distinctively. This latter requirement includes the possible representation of nonstandard monosaccharide units as a part of the glycan structure, as well as compositions, repeating units, and ambiguous structures where linkages/linkage positions are unidentified. Therefore, we have developed the Web3 Unique Representation of Carbohydrate Structures (WURCS) as a new linear notation for representing carbohydrates for the Semantic Web.

Open access
Glycosylation and Glycoproteins Research
Genomics and Phylogenetic Studies
Microbial Metabolites in Food Biotechnology
Original source
Jan 1, 2013·OhioLink ETD Center (Ohio Library and Information Network)
0 cites
Exploring the Sequence Landscape of the Four-helix Bundle Protein ROP using DeepSequencing

Nishanthi Panneerselvam

High throughput DNA sequencing technologies have revolutionized the field of genomics.It is now possible to generate huge amounts of sequencing data at significantly lower costs and greater speed.In this study, we have utilized Illumina deep sequencing to analyze the fitness landscape of the four-helix bundle protein ROP.All possible single point mutants of the 63 amino acid protein ROP were constructed.From the library of single point mutants of ROP, variants were enriched 1,000 fold for activity by a growth selection for six rounds, which works based on ROP's role in plasmid copy number regulation.The enrichment was monitored by a cell-based screen using a GFP reporter.As a proof of principle experiment, point mutant libraries at positions 14, 30 and 43 were individually subjected to growth selection, and colony sequencing of random variants from sixth round were mostly actives as expected based on prior knowledge of these positions.Colony sequencing of rounds zero (naives) and six from the actual library enrichment yielded promising results.Illumina deep sequencing was performed on rounds zero, three, six and eight.Paired-end reads were generated with each sequence containing short barcodes at each end to reveal the round and orientation.From the data analysis, relative enrichment for variants from different rounds lets us delve into the fitness landscape of ROP.iii Dedication To my mom, dad and family

Open access
RNA and protein synthesis mechanisms
Genomics and Phylogenetic Studies
Glycosylation and Glycoproteins Research
Original source