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Results for “alignment chaining method”

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PubMed1985

A method of estimating from two aligned present-day DNA sequences their ancestral composition and subsequent rates of substitution, possibly different in the two lineages, corrected for multiple and parallel substitutions at the same site.

The course of evolutionary change in DNA sequences has been modeled as a Markov process. The Markov process was represented by discrete time matrix methods. The parameters of the Markov transition matrices were estimated by least-squares direct-search optimization of the fit of the calculated divergence matrix to that observed for two aligned sequences. The Markov process corrected for multiple and parallel substitutions of bases at the same site. The method avoided the incorrect assumption of all previously described methods that the divergence between two present-day sequences is twice the divergence of either from the common and unknown ancestral sequence. The three previous methods were shown to be equivalent. The present method also avoided the undesirable assumptions that sequence composition has not changed with time and that the substitution rates in the two descendant lineages were the same. It permitted simultaneous estimation of ancestral sequence composition and, if applicable, of different substitution rates for the two descendant lineages, provided the total number of estimated parameters was less than 16. Properties of the Markov chain were discussed. It was proved for symmetric substitution matrices that all elements of the equilibrium divergence matrix equal 1/16, and that the total difference in the divergence matrix at epoch k equals the total change in the common substitution matrix at epoch 2k for all values of k. It was shown how to resolve an ambiguity in the assignment of two different substitution rates to the two descendant lineages when four or more similar sequences are available. The method was applied to the divergence matrix for codon site 3 for the mouse and rabbit beta-globins. This observed divergence matrix was significantly asymmetric and required at least two different substitution rates. This result could be achieved only by using different asymmetric substitution matrices for the two lineages.

Animals↗

PubMed2025

Designated primers targeted canine TP53 gene hotspot regions.

BACKGROUND: Tumor protein 53 gene (TP53) is a critical factor that controls different cell activities such as cell cycle, DNA repair mechanism, autophagy, apoptosis, and metabolism. The TP53 gene is the most commonly mutated gene, especially in the 4-8 exons region. This mutation enhances the development of many abnormalities, such as the initiation of different types of cancer. AIM: The main objective of this study was to design and evaluate the efficacy of three different primer sets that targeted the TP53 gene at the hotspot regions. METHODS: To do that, twelve blood samples were collected from dogs belonging to the German Shepherd breed/K9 aged between 8-12 years. Then, the DNA extraction and polymerase chain reaction (PCR) took place by using the three primer sets, which were designed using SnapGene. The primer sets, namely, first primer, the second and the third targeted exons 5-9 located in the canine TP53 gene. In the following step, all the PCR products were sent for Sanger sequencing and then phylogenetic analysis. RESULTS: Our findings indicated that the first primer set consistently showed higher amplification signal efficiency and reduced dimer formation compared with the second and third primer sets, respectively, with a 60ºC annealing temperature. In addition, all the sequenced samples aligned with the reference canine TP53 gene in the phylogenetic tree. CONCLUSION: This study offered the best TP53 primer design that targeted the hotspot regions of the canine TP53 gene for researchers who are interested in targeting such regions in this gene.

Animals↗

PubMed1992

A simple and rapid method for HLA-DQA1 genotyping by polymerase chain reaction-single strand conformation polymorphism and restriction enzyme cleavage analysis.

A simple and rapid method for identification of alleles at the human leucocyte antigen (HLA)-DQA1 locus is described. The polymorphic second exon of the HLA-DQA1 locus was amplified by the polymerase chain reaction (PCR) method. The amplified DNA was analyzed by single-strand conformation polymorphism (SSCP) and restriction enzyme cleavage assay. Using this method, the eight known DQA1 alleles could be distinguished from each other. This paper suggests that the method can be used for quick genotyping of DQA1 alleles, but detecting point mutations at various positions in a fragment as well as new HLA-DQA1 genotypes should also be possible.

Alleles↗

PubMed1990

The heterogeneity of the polymeric intracellular hemoglobin of Glycera dibranchiata and the cDNA-derived amino acid sequence of one component.

The erythrocytes of the marine polychaete Glycera dibranchiata contain a number of different, single-chain hemoglobins, some of which self-associate into a 'polymeric' fraction. An oligodeoxynucleotide probe was synthesized based on partial amino acid sequences determined by chemical methods, and used to screen a cDNA library constructed from the poly(A+)mRNA of Glycera erythrocytes (Simons, P.C. and Satterlee, J.D. (1989) Biochemistry 28, 8525-8530). The longest positive inserts found were sequenced using the dideoxy nucleotide chain termination method. One complete clone was obtained: clone 5A, 816 bases long, contained 59 bases of 5'-untranslated RNA, an open reading frame of 441 bases coding for 147 amino acids and a 3'-untranslated region of 316 bases. The derived amino acid sequence of Glycera globin P1 was in agreement with the partial amino acid sequences obtained by chemical methods. Three additional inserts obtained in the screening were also sequenced: the inferred amino acid sequences proved to be partial globin sequences which were different from each other and from the sequence of P1. Thus, the 'polymeric' fraction of the intracellular hemoglobin of Glycera probably consists of at least four different globin chains much like the 'monomeric' fraction. Comparison of the 'polymeric' sequence with the two known 'monomeric' sequences, M-II and M-IV, shows that they share 54 identical residues. At 74 positions, the identical residues in M-II and M-IV differ from the corresponding residue in P1, including at E-7, where P1 has a distal His, in contrast to Leu in M-II and M-IV. The alignment of Bashford et al. ((1987) J. Mol. Biol. 196, 199-216) and their templates were used to examine the principal differences between the two types of Glycera globin sequences. They appear to consist of uncommon surface amino acid residues at positions C6 (Phe vs. Ala), E10 (Val vs. Lys), E17 (Lys vs. Val), G1 (Arg vs. Lys), G10 (Met vs. Ala) and H5 (Arg vs. Lys). One or more of these residues could be responsible for the self-association exhibited by the 'polymeric' Glycera globins.

Amino Acid Sequence↗

PubMed1991

Molecular organization of Junin virus S RNA: complete nucleotide sequence, relationship with other members of the Arenaviridae and unusual secondary structures.

In this study, overlapping cDNA clones covering the entire S RNA molecule of Junin virus, an arenavirus that causes Argentine haemorrhagic fever, were generated. The complete sequence of this 3400 nucleotide RNA was determined using the dideoxynucleotide chain termination method. The nucleocapsid protein (N) and the glycoprotein precursor (GPC) genes were identified as two non-overlapping open reading frames of opposite polarity, encoding primary translation products of 564 and 481 amino acids, respectively. Intracellular processing of the latter yields the glycoproteins found in the viral envelope. Comparison of the Junin virus N protein with the homologous proteins of other arenaviruses indicated that amino acid sequences are conserved, the identity ranging from 46 to 76%. The N-terminal half of GPC exhibits an even higher degree of conservation (54 to 82%), whereas the C-terminal half is less conserved (21 to 50%). In all comparisons the highest level of amino acid sequence identity was seen when Junin virus and Tacaribe virus sequences were aligned. The nucleotide sequence at the 5' end of Junin virus S RNA is not identical to that determined of the other sequenced arenaviruses. However, it is complementary to the 3'-terminal sequences and may form a very stable panhandle structure (delta G-242.7 kJ/mol) involving the complete non-coding regions upstream from both the N and GPC genes. In addition, a distinct secondary structure was identified in the intergenic region, downstream from the coding sequences; Junin virus S RNA shows a potential secondary structure consisting of two hairpin loops (delta G -163.2 and -239.3 kJ/mol) instead of the single hairpin loop that is usually found in other arenaviruses. The analysis of the arenavirus S RNA nucleotide sequences and their encoded products is discussed in relation to structure and function.

Amino Acid Sequence↗

PubMed1992

HLA-DR typing by PCR amplification with sequence-specific primers (PCR-SSP) in 2 hours: an alternative to serological DR typing in clinical practice including donor-recipient matching in cadaveric transplantation.

In most PCR-based tissue typing techniques the PCR amplification is followed by a post-amplification specificity step. In typing by PCR amplification with sequence-specific primers (PCR-SSP), typing specificity is part of the amplification step, which makes the technique almost as fast as serological tissue typing. In the present study primers were designed for DR "low-resolution" typing by PCR-SSP, i.e. identifying polymorphism corresponding to the serologically defined series DR1-DRw18. This resolution was achieved by performing 19 PCR reactions per individual, 17 for assigning DR1-DRw18 and 2 for the DRw52 and DRw53 superspecificities. Thirty cell lines and 121 individuals were typed by the DR "low-resolution" PCR-SSP technique, TaqI DRB-DQA-DQB RFLP analysis and serology. The concordance between PCR-SSP typing and RFLP analysis was 100%. The reproducibility was 100% in 40 samples typed on two separate occasions. No false-positive or false-negative typing results were obtained. All homozygous and heterozygous combinations of DR1-DRw18 could be distinguished. Amplification patterns segregated according to dominant Mendelian inheritance. DNA preparation, PCR amplification and post-amplification processing, including gel detection, documentation and interpretation, were performed in 2 hours. In conclusion, PCR-SSP is an accurate typing technique with high sensitivity, specificity and reproducibility. The method is rapid and inexpensive. DR "low-resolution" typing by the PCR-SSP technique is ideally suited for analyzing small numbers of samples simultaneously and is an alternative to serological DR typing in routine clinical practice including donor-recipient matching in cadaveric transplantations.

Alleles↗

PubMed1978

Differences in alpha and beta polypeptide chains of tubulin resolved by electron microscopy with image reconstruction.

Electron microscopic techniques have been used to reveal two classes of subunits of tubulin in ordered arrays. Presumably the two classes correspond to the alpha and beta polypeptide chains of tubulin that have been distinguished by chemical criteria. The two types of subunits alternate along individual protofilaments in microtubules, microtubule-precursor sheets, and extended zinc-tubulin sheets. The resolution of the two types of polypeptide chains is achieved by improved negative staining methods which produce micrographs with layer lines at 28 A(-1) and 84 A(-1) in optical or computed transforms, in addition to the layer lines at 21 A(-1) and 42 A(-1) described previously [Crepeau, R. H., McEwen, B., Dykes, G. & Edelstein, S. J. (1977) J Mol. Biol. 116, 301-315]. In microtubules or microtubule-precursor sheets, adjacent protofilaments are staggered by about 10 A, but parallel, in the sense that the alpha-beta vector points in the same direction for all of the protofilaments of the microtubule. However, for the sheets assembled in the presence of zinc, adjacent protofilaments are staggered by about 21 A and oriented in an antiparallel arrangement with alternate protofilaments related by a 2-fold screw axis. The antiparallel alignment of the protofilaments in the zinc-tubulin sheets accounts for their planarity (no tubular structures are found in the presence of moderate concentrations of zinc), since the intrinsic curvature found with parallel alignment of protofilaments in the absence of zinc would be cancelled by the antiparallel arrangement.

Chemical Phenomena↗

PubMed1988

Complete amino acid sequence of rat liver 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase.

The complete amino acid sequence of 6-phospho-fructo-2-kinase/fructose-2,6-bisphosphatase from rat liver was determined by direct analysis of the S-carboxamidomethyl protein. A complete set of nonoverlapping peptides was produced by cleavage with a combination of cyanogen bromide and specific proteolytic enzymes. The active enzyme is a dimer of two identical polypeptide chains composed of 470 amino acids each. The NH2-terminal amino acid residue of the polypeptide chain was shown to be N-acetylserine by fast atom bombardment mass spectrometry of the purified N-terminal tetradecapeptide isolated after cleavage of the intact S-carboxamidomethylated protein with lysyl endoproteinase (Achromobacter protease I). Alignment of the set of unique peptides was accomplished by the analysis of selected overlapping peptides generated by proteolytic cleavage of the intact protein and the larger purified cyanogen bromide peptides with trypsin, Staphylococcus aureus V8 protease, and lysyl endoproteinase. Four nonoverlapping peptides were aligned by comparison with the amino acid sequence predicted from a partial cDNA clone encoding amino acid positions 166-470 of 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase (Colosia, A.D., Lively, M., El-Maghrabi, M. R., and Pilkis, S. J. (1987) Biochem. Biophys. Res. Commun. 143, 1092-1098). The nucleotide sequence of the cDNA corroborated the peptide sequence determined by direct methods. A search of the Protein Identification Resource protein sequence database revealed that the overall amino acid sequence appears to be unique since no obviously homologous sequences were identified. However, a 100-residue segment of 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase (residues 250-349), including the active site histidine residue of the bisphosphatase domain, was found to be homologous to the active site regions of yeast phosphoglycerate mutase and human bisphosphoglycerate mutase.

Amino Acid Sequence↗

PubMed1991

Cloning of the structural gene for Clostridium botulinum type C1 toxin and whole nucleotide sequence of its light chain component.

The toxigenicity of Clostridium botulinum type C1 is mediated by specific bacteriophages. DNA was extracted from one of these phages. Two DNA fragments, 3 and 7.8 kb, which produced the protein reacting with antitoxin serum were cloned by using bacteriophage lambda gt11 and Escherichia coli. Both DNA fragments were then subcloned into pUC118 plasmids and transferred into E. coli cells. The nucleotide sequences of the cloned DNA fragments were analyzed by the dideoxy chain termination method, and their gene products were analyzed by Western immunoblot. The 7.8-kb fragment coded for the entire light chain component and the N terminus of the heavy chain component of the toxin, whereas the 3-kb fragment coded for the remaining heavy chain component. The entire nucleotide sequence for the light chain component was determined, and the derived amino acid sequence was compared with that of tetanus toxin. It was found that the light chain component of C1 toxin possessed several amino acid regions, in addition to the N terminus, that were homologous to tetanus toxin.

Amino Acid Sequence↗

PubMed1970

The amino acid sequence of Phaseolus aureua L. (mung-bean) cytochrome c.

The amino acid sequence of Phaseolus aureus L. (mung-bean) cytochrome c has been determined. The molecule consists of a single polypeptide chain of 111 amino acid residues and is homologous with other mitochondrial cytochromes c. Comparison with the amino acid sequence of wheat-germ cytochrome c (Stevens, Glazer & Smith, 1967) shows 14 differences. On alignment with mammalian cytochromes c, mung-bean cytochrome c has an N-acetylated ;tail' of eight amino acid residues similar to that found in wheat-germ cytochrome c. Of the 22 positions in wheat-germ cytochrome c that contain amino acid residues unique to these positions, 20 were found to contain the same ones in mung-bean cytochrome c. The in-N-trimethyl-lysine residues reported for wheat-germ cytochrome c (Delange, Glazer & Smith, 1969) in positions 72 and 86 were also found in these positions in mung-bean cytochrome c. The sequence was determined from 3mumol, by using chymotryptic and tryptic peptides which were analysed by the ;dansyl'-Edman method (Gray & Hartley, 1963a), with confirmation by amino acid analysis.

Amino Acid Sequence↗

PubMed1992

Cloning of HSP70 (dnaK) gene from Clostridium perfringens using a general polymerase chain reaction based approach.

A general method to clone the HSP70 gene from any species employing polymerase chain reaction and degenerate oligonucleotide primers for conserved regions of this protein family is described. Using this method, a clone containing the entire coding sequence for the HSP70 gene from Clostridium perfringens, has been isolated and sequenced. The HSP70s from C. perfringens as well as other Gram-positive groups of bacteria contain a large deletion of 25 amino acids, near the N-terminal end, which is not seen in HSP70 from other sources.

Amino Acid Sequence↗

PubMed1978

Characterization of proteoglycan and the proteoglycan--hyaluronic acid complex by electric birefringence.

An electric field causes partial alignment of macromolecules in a dilute solution. The accompanying changes in the solution birefringence offer a sensitive and quick means of monitoring the rates of particle orientation and hence the size of the solute molecules. Such measurements are reported for dilute solutions of proteoglycans in the absence and presence of added hyaluronic acid. The proteoglycan molecules are shown to be some 580 nm long. In the presence of hyaluronic acid they form aggregates that appear to be consistent with the model previously proposed in which the proteoglycans attach radially to the extended hyaluronic acid chain. The electric-birefringence relaxation rates indicate aggregates of similar length to that of the extended hyaluronic acid chain, with the proteoglycans spaced on average at 29nm intervals. A proteoglycan sample the cystine residues of which had been reduced and alkylated showed no evidence of aggregation with hyaluronic acid up to the concentrations of the acid corresponding to 1% of the total uronic acid content. The electric-birefringence method is shown to have a large potential in the study of associating polysaccharide solutions.

Alkylation↗

PubMed1978

Cytochrome c from Schizosaccharomyces pombe. 2. Amino-acid sequence.

The amino acid sequence of Schizosaccharomyces pombe cytochrome c has been established by automatic degradation of the protein and by manual degradation of fragments obtained by cyanogen bromide cleavage and chymotryptic digestion. The chymotryptic peptides were aligned by homology with other known cytochrome c sequences. The protein is 108 residues long, with a four-residue amino-terminal tail. It has only one methionine residue and differs from other fungal cytochromes c in lacking the one-residue deletion at the C-terminal end. After a cyanogen bromide step, an unexpected cleavage of the peptide chain before a cysteine residue was observed. This is ascribed to formation of a dehydroalanyl residue during an incomplete S-carboxymethylation of the apoprotein, and subsequent cleavage under acidic conditions. Experimental evidence is presented in favour of the proposed mechanisms.

Amino Acid Sequence↗

PubMed1990

Purification of human smooth muscle filamin and characterization of structural domains and functional sites.

A method was developed to purify human smooth muscle filamin in high yield and structural domains were defined by using mild proteolysis to dissect the molecule into intermediate-sized peptides. Unique domains were defined and aligned by using high-resolution peptide mapping of iodinated peptides on cellulose plates. The amino- and carboxyl-terminal orientation of these domains within the molecule was determined by amino acid sequence analysis of several aligned peptides. In addition to the three unique domains which were identified, a number of smaller and larger fragments were also characterized and aligned within the intact molecule. These structural domains and related peptides provide a useful set of defined fragments for further elucidation of structure-function relationships. The two known functionally important binding sites of filamin, the self-association site and the actin-binding site, have been localized. Self-association of two monomers in a tail-to-tail orientation involves a small protease-sensitive region near the carboxyl terminal of the intact polypeptide chain. Sedimentation assays indicate that an actin-binding site is located near the blocked amino terminal of the filamin molecule. Sequences derived from large peptides mapping near the amino terminal show homology to the amino-terminal actin-binding site of alpha-actinin (chicken fibroblast and Dictyostelium), Dictyostelium 120-kDa actin gelation factor, beta-spectrin (human red cell and Drosophila), and human dystrophin. This homology is particularly interesting for two reasons. The functional form of filamin is single stranded, in contrast to alpha-actinin and spectrin which are antiparallel double-stranded actin cross-linkers. Also, no homology to the spectrin-like segments which comprise most of the mass of spectrin, alpha-actinin, and dystrophin was found. Instead, the sequence of a domain located near the center of the filamin molecule (tryptic 100-kDa peptide, T100) shows homology to the published internal repeats of the Dictyostelium 120-kDa actin gelation factor. On the basis of these results, a model of human smooth muscle filamin substructure is presented. Also, comparisons of human smooth muscle filamin, avian smooth muscle filamin, and human platelet filamin are reported.

Amino Acid Sequence↗

PubMed1986

Retro-all-D and retro isomers of a formyl-methionyl peptide chemoattractant: an insight into the mode of binding at the receptor on rabbit neutrophils.

The retro-all-D analog and retro isomer of the formyl-methionyl-carboxamide-tripeptide chemoattractant, CHO-L-Met-L-Leu-L-Phe-NH2, namely CHO-D-Phe-D-Leu-D-Met-NH2 and CHO-L-Phe-L-Leu-L-Met-NH2, respectively, have been synthesized in solution by classical methods and fully characterized. The tetrapeptide CHO-L-Phe-Gly-L-Leu-L-Met-NH2, representing the C-terminal portion of the tachykinin, Substance P, and resembling the sequence of the retro isomer, has also been synthesized and characterized. The three N alpha-formylated tripeptide amides, prepared in order to obtain a deeper insight into the model of binding at the formyl peptide chemotactic receptor on rabbit neutrophils, have been tested for their ability to induce granule enzyme secretion from rabbit peritoneal neutrophils. The retro isomer, CHO-L-Phe-L-Leu-L-Met-NH2 is approximately 100-fold less active, the retro-all-D analog, CHO-D-Phe-D-Leu-D-Met-NH2 approximately 10,000-fold less active and the Substance P analog CHO-L-Phe-Gly-L-Leu-L-Met-NH2 1000-fold less active than the parent formyl peptide chemoattractant, CHO-L-Met-L-Leu-L-Phe-NH2. We interpret these results to indicate that a precise alignment of amino acid side chains as well as backbone amide bonds is an important factor involved in the receptor recognition of the formyl tripeptide chemoattractant.

Animals↗

PubMed1976

A possible correlation between lipid hydration and lipid activation of the C55-isoprenoid alcohol phosphokinase apoprotein.

1. A direct method for determining the binding of triated water to lipids is described. The experimental conditions were practically identical to those previously employed (1974) in the determination of the cofactor activities of a series of oleyl-lipids in reactivation of the C55-isoprenoid alcohol phosphokinase apoprotein. 2. Active cofactor lipids (dioleyl lecithin, sodium oleate, 1-monoolein, 1-monomyristin)bound between 2.3 and 5.3 nmol 3H2O per nmol lipid, whereas less than 0.14 nmol 3H2O were bound per nmol of the inactive lipids (1,2- and 1,3-diolein, triolein, oleyl alcohol, methyl oleate, cholesteryl oleate). 3. When exposed to 3H2O vapour, the active lipids adsorbed between 1 and 2 nmol 3H2O per nmol lipid, whereas the inactive lipids adsorbed less than 0.1 nmol 3H2O per nmol lipid. 4. The active lipid cofactor, egg lecithin, bound more than twice as much 3H2O as egg phosphatidylethanolamine which was devoid of cofactor activity in the absence of detergent. 5. Appropriately hydrated lipid polar groups are concluded to be required for an alignment with polar amino acid side chains of the enzyme apoprotein in the formation of a mixed micellar lipoprotein complex. The enzyme reaction might occur at the resulting lipoprotein/water interface.

Apoenzymes↗

PubMed1975

Studies on monotreme proteins. VI. Amino acid sequence of the beta-chain of haemoglobin from the platypus, Ornithorhynchus anatinus.

The amino acid sequence of the 146 residues of the beta-chain of the major haemoglobin from the platypus has been determined. The soluble peptides derived from the chain by tryptic digestion were isolated by paper ionophoresis and chromatography. The amino acid sequences were determined by the dansyl-Edman procedure or by further digestion with other enzymes. The tryptic peptides were aligned by homology with other beta-globins. There were 14 changes in sequence compared with echidna beta-chain. The number of changes in sequence compared with human beta-chain is 34 which is less than the 39 changes between human and platypus alpha-chains. Generally there are more changes between beta-chains; there are only three other examples reported where there are more changes between alpha-chains than beta-chains, these are of echidna, rabbit and dog globins. By comparison with the 'contact sites' in horse haemoglobin there is one change in beta-haem contacts, three changes in beta1-alpha1 contacts and no changes in beta2-alpha1 contacts. The date of divergence of the monotremes from the other mammals was estimated at 132 +/- 33 million years, based on the number of amino acid differences between species and allowing for multiple mutations during the evolutionary period. This estimate differs widely from the estimate given by similar treatment of the alpha-chain sequences and the significance of this discrepancy to the validity of the method is discussed.

Amino Acid Sequence↗

PubMed2026

Development of a Blockchain-Based Platform to Enable Indigenous Data Sovereignty and Shared Research Participation With Indigenous Communities: Technology Prototyping and Community Engagement Study.

BACKGROUND: Historic and ongoing problematic practices regarding the collection, storage, and use of Indigenous health data have led to the need to ensure principles of Indigenous Data Sovereignty (IDS) are followed in research practices and technology development. OBJECTIVE: This project, a partnership between UC San Diego and the Native BioData Consortium (NativeBio), sought to explore the practical application of blockchain technology and its potential to facilitate Indigenous-led research collaboration. METHODS: This project first undertook purposeful relationship building with NativeBio to form a Community Advisory Board (CAB) for identifying community and technology needs for a blockchain research collaboration platform with an initial focus on genomic data. Over a 2-year project period, a series of public meetings and presentations at Indigenous-led conferences introduced the concept of exploring compatibility between blockchain and IDS principles, followed by iterative prototyping and co-design of a blockchain platform with NativeBio, using Ethereum as the underlying protocol. RESULTS: Direct engagement with NativeBio and the CAB informed the initial design and development of a "b-IDS" proof-of-concept (POC) blockchain platform. The POC consists of three main components: (1) the web front-end layer, (2) the Ethereum network that executes the smart contract and blockchain storage aspects of the framework, and (3) the back-end database that stores off-chain interactions and data for future use with external genomic data repositories. After refinement of the POC, a community-based participatory research (CBPR) use case aligned with IDS principles was identified as a practical workflow and incorporated into the design of the POC for implementation. CONCLUSIONS: The findings from this project demonstrated the potential use of operationalizing IDS through blockchain technology with proactive and sustained engagement with Indigenous partners. Blockchain technology may have certain advantages over other data governance approaches and systems, facilitating timely oversight, shared decision-making and consent structures, and direct involvement of Indigenous communities in technology design, respecting the core principles of IDS and CBPR. Future development of the blockchain-IDS POC will need to incorporate other research practices and ethics frameworks to expand its use to other public health and biomedical research use cases.

Blockchain↗