Cited by 20Mitochondrial Function and PathologyRNA and protein synthesis mechanismsVirus-based gene therapy research

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Codon optimization is an essential parameter for the efficient allotopic expression of mtDNA genes

Open access

Abstract

Mutations in mitochondrial DNA can be inherited or occur de novo leading to several debilitating myopathies with no curative option and few or no effective treatments. Allotopic expression of recoded mitochondrial genes from the nucleus has potential as a gene therapy strategy for such conditions, however progress in this field has been hampered by technical challenges. Here we employed codon optimization as a tool to re-engineer the protein-coding genes of the human mitochondrial genome for robust, efficient expression from the nucleus. All 13 codon-optimized constructs exhibited substantially higher protein expression than minimally-recoded genes when expressed transiently, and steady-state mRNA levels for optimized gene constructs were 5-180 fold enriched over recoded versions in stably-selected wildtype cells. Eight of thirteen mitochondria-encoded oxidative phosphorylation (OxPhos) proteins maintained protein expression following stable selection, with mitochondrial localization of expression products. We also assessed the utility of this strategy in rescuing mitochondrial disease cell models and found the rescue capacity of allotopic expression constructs to be gene specific. Allotopic expression of codon optimized ATP8 in disease models could restore protein levels and respiratory function, however, rescue of the pathogenic phenotype for another gene, ND1 was only partially successful. These results imply that though codon-optimization alone is not sufficient for functional allotopic expression of most mitochondrial genes, it is an essential consideration in their design.

Overview

AI snapshot

Written from the paper’s full text.

TL;DR

Codon optimization of all 13 human mtDNA protein-coding genes for nuclear expression produced substantially higher transient protein expression than minimally recoded versions and enabled stable protein expression for 8 of 13 genes. In disease models, codon-optimized ATP8 restored protein levels and respiratory function, whereas codon-optimized ND1 only partially rescued the mutant phenotype, indicating codon optimization is necessary but often not sufficient for functional allotopic expression.

Key findings

  • All 13 codon-optimized constructs showed substantially higher transient protein expression than minimally recoded genes in HEK293 cells; only 3 of 13 minimally recoded genes (rND3, rCOX1, rATP8) produced detectable mitochondrial protein transiently.
  • In stably selected wild-type cells, steady-state mRNA levels for optimized constructs were 5–180 fold enriched over recoded versions; 8 of 13 optimized OxPhos proteins maintained stable protein expression (oND1, oND2, oND3, oND4, oND4L, oND6, oCOX2, oATP8), while only rND4 showed appreciable stable protein among recoded genes.
  • In ND1m (m.3751insC) cells, oND1 mRNA was ~210-fold higher than rND1; FLAG-tagged oND1 incorporated into Complex I and restored some in-gel CI activity, but ND1m cells grew at ~25% of wild-type rate in glucose, and FLAG-oND1 expression gave only modest galactose survival improvement (18% average total viability, 32% of wild-type galactose viability).
  • In A8/A6mut cells, oATP8 mRNA was ~28-fold higher than rATP8 and only codon-optimized ATP8 produced stable protein; in C57/BL6(mtFVB) mouse fibroblasts, optimized mouse Atp8 integrated into Complex V and mutant cells expressing it grew significantly better than non-complemented cells in glucose or galactose.

Methods

  • The authors synthesized minimally recoded (r) and codon-optimized (o) versions of all 13 human mtDNA protein-coding genes, plus mouse mt-Atp8, each with an N-terminal ATP5G1 MTS and C-terminal FLAG tag, and expressed them transiently or stably in HEK293 cells, patient-derived cybrids (ND1m and A8/A6mut), and C57/BL6(mtFVB) mouse fibroblasts.
  • Protein expression and mitochondrial localization were assessed by SDS-PAGE and Blue Native PAGE immunoblotting; Complex I in-gel activity, competitive growth in glucose versus galactose, and RT-qPCR normalized to COX10 or GAPDH were used to measure function and mRNA levels.
  • Codon usage was analyzed by relative synonymous codon usage (RSCU) using nuclear genome codon frequencies; statistical comparisons used unpaired Student’s t-tests, one-way ANOVA with Dunnett’s test, and P < 0.05 significance.

Limitations

  • The paper states that the ND1 cybrid model is artificial and the ND1 null mutation is prone to reverting to heteroplasmy under prolonged culture, complicating functional rescue interpretation.
  • The paper states that MTS cleavage was incomplete for several allotopically expressed proteins, that only a fraction of expressed protein functionally integrates, and that codon optimization alone is not sufficient for functional allotopic expression of most mitochondrial genes.
  • Evident from the text: the minimally recoded ND6 construct repeatedly failed synthesis, so no paired rND6 comparison was possible; some optimized genes (oND5, oCYB, oCOX1, oCOX3, oATP6) failed to maintain stable protein expression; and the mouse viability experiment in Fig. 6D used n=2 biological replicates.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1016/j.redox.2020.101429

Cites

96 of 96 references verified0 citation errors · 0 not checkable

Statistics

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Verification

Claims the paper makes

0 of 33 cited sources checked · 0 supported · 0 flagged

  • Findingown data

    Steady-state mRNA levels for optimized gene constructs were 5-180 fold enriched over recoded versions in stably-selected wildtype cells.

    “steady-state mRNA levels for optimized gene constructs were 5–180 fold enriched over recoded versions in stably-selected wildtype cells”
    Quote in the paperSubstantial claim
  • Findingown data

    All 13 codon-optimized constructs exhibited substantially higher protein expression than minimally-recoded genes when expressed transiently.

    “All 13 codon-optimized constructs exhibited substantially higher protein expression than minimally-recoded genes when expressed transiently”
    Quote in the paperSubstantial claim
  • Findingown data

    Allotopic expression of codon optimized ATP8 in disease models could restore protein levels and respiratory function.

    “Allotopic expression of codon optimized ATP8 in disease models could restore protein levels and respiratory function”
    Quote in the paperSubstantial claim
  • Findingown data

    Rescue of the pathogenic phenotype for ND1 was only partially successful.

    “rescue of the pathogenic phenotype for another gene, ND1 was only partially successful”
    Quote in the paperSubstantial claim
  • Findingown data

    Under stable expression, ATP8 protein was detectable only with the codon-optimized version.

    “while stable expression was detectable only with the optimized version (Fig. 3C).”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one. 34
  • Probably not a substantial claim. 22
  • The quote only partly states this claim. 1
  • It may state two separate claims as one.

    Findingown data

    Eight of thirteen mitochondria-encoded oxidative phosphorylation (OxPhos) proteins maintained protein expression following stable selection, with mitochondrial localization of expression products.

    “Eight of thirteen mitochondria-encoded oxidative phosphorylation (OxPhos) proteins maintained protein expression following stable selection, with mitochondrial localization of expression products.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Of all thirteen minimally recoded genes, only rND4 demonstrated any stable protein expression, and this was only a fraction of that detected for oND4 under similar conditions.

    “Of all thirteen minimally recoded genes, only rND4 demonstrated any protein expression stably; however, this was only a fraction of that detected for oND4 under similar conditions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingnone given

    We have developed a protocol to enrich mitochondria from limited numbers of mammalian cells.

    “We have developed a protocol to rapidly and economically enrich mitochondria from limited numbers of mammalian cells.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    Severe mutations in mitochondrial subunits, such as the ND1m mutant line, disrupt OXPHOS to a degree that proliferation rates are markedly reduced even under normal growth conditions, with dramatically impaired viability in glucose-restricted media demanding oxidative metabolism.

    “Severe mutations in mitochondrial subunits, such that of the ND1m mutant line, disrupt OXPHOS to a degree that proliferation rates are markedly reduced even under normal growth conditions, with dramatically impaired viability in glucose-restricted media demanding oxidative metabolism.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    When cultured in glucose-containing media, ND1m cells proliferated at approximately 25% the rate of wild-type 143B cells, and growth rate of ND1m cells expressing a tagged oND1 was not significantly increased from the mutant.

    “when cultured in glucose-containing media, ND1m cells appeared to proliferate at approximately 25% the rate of wild-type 143B cells, and growth rate of ND1m cells expressing a tagged oND1 was not significantly increased from the mutant.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    In partially reverted ND1m/+ lines, the FLAG epitope incorporates into both Complex I monomers and supramolecular structures, comigrating with endogenous ND1 subunit.

    “In partially reverted ND1m/+ lines, the FLAG epitope clearly incorporates into both Complex I monomers and supramolecular structures, comigrating with the endogenous ND1 subunit”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Codon-optimized oND1 can incorporate and partially restore OxPhos function in an ND1 null background, with greatly enhanced incorporation under heteroplasmic ND1m/+ conditions.

    “We also show that codon optimized oND1 can incorporate and partially restore OxPhos function in an ND1 null background, with greatly enhanced incorporation under heteroplasmic ND1m/+ conditions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim.

    Findingnone given

    The ND1m cell line demonstrates markedly slower growth under glucose conditions relative to wild-type.

    “Because the ND1m line demonstrates markedly slower growth under glucose conditions relative to wild-type”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    The majority of mRNAs from stably-selected HEK293 cells are equal or one to two orders of magnitude lower in expression than GAPDH mRNA, and the most robustly expressed optimized gene (oND3) is present at no more than 1.38 times GAPDH.

    “the majority of mRNAs are equal or one to two orders of magnitude lower in expression than the mRNA of housekeeping gene GAPDH (Fig. 3B), and the most robustly expressed optimized genes are present at no more than 1.38 times GAPDH (for oND3)”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Complex I-associated Complex III was only present in WT mitochondria and those expressing oND1, confirming failed CI/III association in the ND1 null line and supporting some restored complex assembly upon allotopic expression of codon-optimized ND1 subunit.

    “Complex I-associated Complex III was only present in WT mitochondria and those expressing oND1, as evidenced by the comigration of CIII with the GRIM-19 and NDUFA9 subunits of CI, thus confirming failed CI/III association in the ND1 null line and supporting some restored complex assembly upon allotopic expression of the codon-optimized ND1 subunit”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Under DDM conditions, monomeric CI is observed exclusively in wild-type 143B mitochondria and in ND1m mitochondria with allotopically-expressed oND1-FLAG, and is entirely absent in the ND1 null line.

    “Under these conditions, monomeric CI is observed exclusively in wild-type 143B mitochondria and in ND1m mitochondria with allotopically-expressed oND1-FLAG, and is entirely absent in the ND1 null line.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Of the minimally-recoded versions, only rND4 had any appreciable protein expression in stably selected HEK293 cells, though at levels well below its codon-optimized counterpart.

    “of the minimally-recoded versions for each gene, only rND4 had any appreciable protein expression, though with detectable levels still well below its codon-optimized counterpart”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    All recoded genes demonstrate strongly biased use of underrepresented codons UUA or CUA, and none use the dominant CUG codon.

    “none use the dominant CUG codon, and all recoded genes instead demonstrate strongly biased use of underrepresented codons UUA or CUA.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Viability of wild type 143B cells was reduced to ~55% when cultured in OxPhos restrictive media, and ND1m cells were only ~11% viable.

    “the viability of wild type 143B cells was reduced to ~55% its viability when cultured in OxPhos restrictive media, and ND1m cells were only ~11% viable.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Findingown data

    Stably selected ND1m cells coding for oND1 expressed the FLAG epitope on denaturing western blots of mitochondrial protein isolates, with a major product at ~37 kDa and a minor product near 60 kDa, corresponding to processed and unprocessed ND1 products.

    “Stably selected ND1m cells coding for oND1 expressed the FLAG epitope on denaturing western blots of mitochondrial protein isolates (Fig. 4C), with a major product detected at ~ 37 kDa and a minor product near 60 kDa, corresponding to the processed and unprocessed ND1 products, respectively.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Findingnone given

    Leucine constitutes 17% of the residues in mitochondrial protein-coding genes.

    “which alone constitutes 17% of the residues in mitochondrial protein-coding genes.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Findingown data

    CI-linked activity in-gel was present in CI monomers in wild-type and oND1-expressing mitochondria, with no detectable CI function in the ND1 mutant cell line, suggesting that incorporated FLAG-tagged ND1 protein can support functional Complex I activity.

    “Activity in wild-type and oND1-expressing mitochondria was present in CI monomers when lysed with DDM, with no detectable CI function in the ND1 mutant cell line (Fig. 4E), suggesting that the incorporated FLAG-tagged ND1 protein can indeed support functional Complex I activity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductnone given

    A no-template control was included in each reaction set to rule out non-specific priming.

    “A no-template control was included in each reaction set to rule out non-specific priming.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductown data

    Homoplasmy in the mouse cell lines was ascertained by Sanger sequencing.

    “Homoplasmy in the mouse cell lines C57/BL6(WT), C57/BL6(mtFVB) and C57/BL6(mtFVB) stably expressing doxycycline inducible allotopic MsoATP8 was ascertained by Sanger sequencing using the primer indicated in Fig. S3B.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    The C57/BL6(mtFVB) mutation has been shown to cause various defects in inbred mice including anxiety and inflammation-related arthritis.

    “The C57/BL6(mtFVB) mutation has been shown to cause various defects in inbred mice including anxiety and inflammation-related arthritis [91,92].”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [91] Weiss, 2012, The mitochondrial Atp8 mutation induces mitochondrial ROS generation, secretory dysfunction, and beta-cell mass adaptation in conplastic B6-mtFVB mice, Endocrinology source
    • cites [92] Yu, 2009, The mtDNA nt7778 G/T polymorphism affects autoimmune diseases and reproductive performance in the mouse, Hum. Mol. Genet. source
  • It may state two separate claims as one.

    Interpretationown data

    Optimizing the primary sequence of mitochondrial genes facilitates their nuclear expression in human cells and, in some cases, their assembly into respiratory complexes.

    “Here, we have demonstrated that merely optimizing the primary sequence of mitochondrial genes facilitates their nuclear expression in human cells, and in some cases, their assembly into respiratory complexes”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    Mitochondrial-nuclear crosstalk is well documented, and evidence suggests that mutations in the mitochondrial genome influence nuclear gene expression profiles even when phenotypes are mild.

    “mitochondrial-nuclear crosstalk is well documented, and evidence suggests that mutations in the mitochondrial genome also influence nuclear gene expression profiles, even when phenotypes are mild [94].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [94] Latorre-Pellicer, 2016, Mitochondrial and nuclear DNA matching shapes metabolism and healthy ageing, ON Nat. source
  • It may state two separate claims as one.

    Premisecitation

    The mutation m.3751insC in MT-ND1 introduces an additional C into a homopolymeric cytosine stretch, resulting in a premature stop codon (p.Leu89Profs*13) and truncation of the 318 amino acid protein product to 100 residues.

    “This mutation introduces an additional C into a homopolymeric cytosine stretch in the first third of MT-ND1 (m.3751insC), resulting in a premature stop codon (p.Leu89Profs*13) and truncation of the 318 amino acid protein product to 100 residues”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [73] Lim, 2016, Loss of mitochondrial DNA-encoded protein ND1 results in disruption of complex I biogenesis during early stages of assembly, FASEB J. source
    • cites [79] McKenzie, 2014, Capture of somatic mtDNA point mutations with severe effects on oxidative phosphorylation in synaptosome cybrid clones from human brain, Hum. Mutat. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.

    Interpretationnone given

    The method is comparable to commercially available kits.

    “and is comparable to commercially available kits”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductcitation

    ARMS qPCR was used to ascertain mutation load in cybrids during the study.

    “We used Amplification Refractory Mutation System-quantitative PCR (ARMS qPCR) [95] to ascertain mutation load in cybrids during the course of this study.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [95] Bai, 2004, Detection and quantification of heteroplasmic mutant mitochondrial DNA by real-time amplification refractory mutation system quantitative PCR analysis: a single-step approach, Clin. Chem. source
  • Probably not a substantial claim. The paper may give no reason why it holds.

    Premisenone given

    A critical but often-overlooked consideration in nuclear relocation studies is the influence of the primary coding sequence on protein production.

    “A critical, but often-overlooked consideration in these nuclear relocation studies, however, is the influence of the primary coding sequence on protein production.”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    ND1 has previously been allotopically expressed to demonstrate the necessity of functional CI in the hypoxia-induced shift to a Warburg profile during tumorigenesis, but this was also only achieved under conditions of heteroplasmy.

    “ND1 has previously been allotopically expressed to demonstrate the necessity of functional CI in the hypoxia-induced shift to a Warburg profile during tumorigenesis, however this was also only achieved under conditions of heteroplasmy [30].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [30] Nagley, 1989, Leading organellar proteins along new pathways: the relocation of mitochondrial and chloroplast genes to the nucleus, Trends Biochem. Sci. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The protease cleavage site of the ATP5G1 MTS has been determined, and the first five amino acids of mature ATP5G1 protein were included to facilitate processing.

    “The protease cleavage site of this MTS has been determined and, for this study, we also included the first five amino acids of the mature ATP5G1 protein to facilitate processing of the precursor [36].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [36] Manfredi, 2002, Rescue of a deficiency in ATP synthesis by transfer of MTATP6, a mitochondrial DNA-encoded gene, to the nucleus, Nat. Genet. source
  • The quote only partly states this claim.

    Study design and conductown data

    Homoplasmy was preserved throughout the duration of lengthy experiments, as tested by ARMS qPCR at various time points.

    “in order to confirm that homoplasmy was preserved throughout the duration of lengthy experiments, we tested the mutation load in cybrid cell lines at various time points by ARMS qPCR.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Codon-optimized genes are comprised overwhelmingly of codons with nuclear use bias and avoid rare codons, likely contributing to their enhanced nuclear expression over minimally recoded versions.

    “codon-optimized genes are comprised overwhelmingly of codons which show use bias in nuclear genes and avoid the use of underrepresented, or rare codons, likely contributing to their enhanced nuclear expression over minimally recoded versions.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    The method is suitable to process multiple samples in parallel.

    “This method is suitable to process multiple samples in parallel”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Premisecitation

    In the absence of wild-type ND1, Complex I fails to assemble, resulting in impaired oxidative metabolism and failure to grow in galactose media.

    “In the absence of wild-type ND1, Complex I fails to assemble, resulting in impaired oxidative metabolism and failure to grow in galactose media [34,80].”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [34] Iommarini, 2018, Unravelling the effects of the mutation m.3571insC/MT-ND1 on respiratory complexes structural organization, Int. J. Mol. Sci. source
    • cites [80] Antonicka, 2003, Identification and characterization of a common set of complex I assembly intermediates in mitochondria from patients with complex I deficiency, J. Biol. Chem. source
  • It may state two separate claims as one.

    Premisecitation

    The authors previously reported successful allotopic expression of MT-ATP8 and, to a lesser extent, MT-ATP6, with functional rescue in the A8/A6mut cybrid null for ATP8 protein.

    “We previously reported the successful allotopic expression of the MT-ATP8 gene and to a lesser extent the MT-ATP6 gene, with functional rescue in a cybrid cell line A8/A6mut (m.8529G-A) null (Fig. 5A) for the ATP8 protein [87].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [87] Boominathan, 2016, Stable nuclear expression of ATP8 and ATP6 genes rescues a mtDNA Complex V null mutant, Nucleic Acids Res. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    MT-ATP8 and MT-ATP6 are mtDNA-encoded subunits of ATP synthase, while the remaining subunits are nuclear-encoded.

    “Two of the subunits of this multimeric complex are encoded by mtDNA, namely MT-ATP8 and MT-ATP6, whereas, the genes for the remaining subunits reside in the nucleus [84].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [84] Jonckheere, 2012, Mitochondrial ATP synthase: architecture, function and pathology, J. Inherit. Metab. Dis. source
  • It may state two separate claims as one.

    Premisecitation

    C57/BL6(mtFVB) mice demonstrate measurable phenotypes and their cells in vitro have subtle deficits indicative of disrupted Complex V function.

    “C57/BL6(mtFVB) mice demonstrate measurable phenotypes and cells in vitro have subtle deficits indicative of disrupted CV function [90,91]”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites [90] Eipel, 2011, Mutation of mitochondrial ATP8 gene improves hepatic energy status in a murine model of acute endotoxemic liver failure, Life Sci. source
    • cites [91] Weiss, 2012, The mitochondrial Atp8 mutation induces mitochondrial ROS generation, secretory dysfunction, and beta-cell mass adaptation in conplastic B6-mtFVB mice, Endocrinology source
  • Probably not a substantial claim.

    Study design and conductcitation

    The A8/A6mut cells were selected for homoplasmy as described previously.

    “The A8/A6mut cells were selected for homoplasmy as described previously [87].”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [87] Boominathan, 2016, Stable nuclear expression of ATP8 and ATP6 genes rescues a mtDNA Complex V null mutant, Nucleic Acids Res. source
  • It may state two separate claims as one.

    Interpretationreasoning

    A heteroplasmic model remains more representative of dysfunctional mitochondrial conditions in affected patients, and therefore incorporation of allotopically expressed subunits in this context remains a clinically relevant result.

    “a heteroplasmic model remains more representative of dysfunctional mitochondrial conditions in affected patients, and therefore the incorporation of allotopically expressed subunits in this context remains a clinically relevant result.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Premisereasoning

    Minimally-recoded gene sequences largely reflect mitochondrial codon preferences, while codon-optimized genes should have coding patterns more similar to nuclear genes.

    “Because minimally-recoded gene sequences have only the changes necessary to preserve the amino acid sequence of a protein, they largely reflect codon preferences of the mitochondrial genome, while genes codon-optimized for nuclear expression should demonstrate coding patterns more similar to those of nuclear genes.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The high bias toward underrepresented nuclear codons for these amino acids reflects a preference for these codons in mitochondrial translation and suggests they may be poorly translated in the cytosolic context.

    “the high bias toward underrepresented nuclear codons for these amino acids reflects a preference for these codons in mitochondrial translation, and meanwhile suggests they may be poorly translated in the cytosolic context.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Synonymous codon use of a genome can be loosely associated with translation.
  • Probably not a substantial claim.

    Premisenone given

    The vast majority of previous allotopic expression studies have utilized minimally-recoded mitochondrial genes, wherein only bases differing from the universal genetic code are changed.

    “The vast majority of these previous studies have utilized what may be considered “minimally-recoded” mitochondrial genes, wherein the only bases changed are those which differ from the universal genetic code (Trp, Met, Stop)”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Mitochondrial genes utilize synonymous codons differently than nuclear genes, featuring a high percentage of codons rare or underrepresented in the nuclear genome, which may account for poor or absent allotopic expression of minimally-recoded genes.

    “Analysis of codon use patterns in minimally-recoded and codon-optimized gene constructs revealed that mitochondrial genes indeed utilize synonymous codons differently than nuclear genes, featuring a high percentage of codons considered to be rare or underrepresented in the nuclear genome, which may account for the poor or absent allotopic expression of minimally-recoded genes.”
    Quote in the paperSubstantial claim
  • It may state two separate claims as one.

    Premisecitation

    Elements including relative frequencies of codon use, local and global GC composition, mRNA secondary structure stability, and presence of cryptic termination signals or splice sites are significant factors impacting protein expression.

    “elements including the relative frequencies of codon use for each amino acid, local and global GC composition, mRNA secondary structure stability, and the presence of cryptic termination signals or splice sites are significant factors impacting the degree of protein expression”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites [61] Hanson, 2018, Codon optimality, bias and usage in translation and mRNA decay, Nat. Rev. Mol. Cell Biol. source
    • cites [62] Inouye, 2015, Codon optimization of genes for efficient protein expression in mammalian cells by selection of only preferred human codons, Protein Expr. Purif. source
    • cites [63] Stachyra, 2016, Codon optimization of antigen coding sequences improves the immune potential of DNA vaccines against avian influenza virus H5N1 in mice and chickens, Virol. J. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Interpretationnone given

    The protocol rapidly and economically enriches mitochondria from limited numbers of mammalian cells.

    “to rapidly and economically enrich mitochondria from limited numbers of mammalian cells”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationreasoning

    The codon use profiles of mitochondrial genes are significant in facilitating heterologous nuclear expression and promoting effective translation.

    “the codon use profiles of mitochondrial genes are significant in facilitating heterologous nuclear expression and promoting effective translation.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Pathological mutations in MT-ATP8 and MT-ATP6 manifest as NARP, MILS, and cardiac hypertrophy.

    “Several pathological mutations in these two mtDNA subunits have been reported and manifest as NARP (Neuropathy, Ataxia, and Retinitis Pigmentosa), MILS (Maternally Inherited Leigh Syndrome) (www.mitomap.org), and cardiac hypertrophy [85,86] in patients.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites [85] Jonckheere, 2008, A novel mitochondrial ATP8 gene mutation in a patient with apical hypertrophic cardiomyopathy and neuropathy, J. Med. Genet. source
    • cites [86] Ware, 2009, Infantile cardiomyopathy caused by a mutation in the overlapping region of mitochondrial ATPase 6 and 8 genes, J. Med. Genet. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    The F1Fo ATP synthase is the terminal complex in oxidative phosphorylation and converts the proton motive force generated by Complexes I, III and IV into ATP.

    “The F1Fo ATP synthase is the terminal complex in the oxidative phosphorylation relay and is responsible for converting the proton motive force generated by Complexes I, III and IV into ATP.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [84] Jonckheere, 2012, Mitochondrial ATP synthase: architecture, function and pathology, J. Inherit. Metab. Dis. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Both inherited and acquired mutations in mtDNA cause severe diseases including LHON, Leigh's syndrome, MELAS, MERRF, NARP and MILS, Kern-Sayer's syndrome, and reversible respiratory chain syndrome.

    “Both inherited and acquired mutations in mtDNA cause severe diseases, including LHON, Leigh’s syndrome, MELAS, MERRF, NARP and MILs, Kern-Sayer’s syndrome, and reversible respiratory chain syndrome (reviewed in 2).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [2] Chinnery, 2000, Mitochondrial DNA mutations in the pathogenesis of human disease, Mol. Med. Today source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.

    Premisecitation

    mtDNA mutations accumulate with age and accompany a progressive decline in organelle function.

    “mtDNA mutations also accumulate with age and accompany a progressive decline in organelle function [4].”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [4] Schaefer, 2008, Prevalence of mitochondrial DNA disease in adults, Ann. Neurol. source
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Study design and conductreasoning

    RSCU values were calculated to address inherent bias due to the codon composition of hydrophobic amino acids.

    “therefore RSCU values were calculated to address inherent bias due to the codon composition of hydrophobic amino acids (Table S2).”
    Quote in the paperNot a substantial claim
  • It may state two separate claims as one.

    Interpretationown data

    Although changes to coding sequence alone may not be sufficient for complete complementation of all mtDNA genes, host nuclear codon optimization is, for most, sufficient for stable expression.

    “we conclude that although making changes to coding sequence alone may not be sufficient for complete complementation of all mtDNA genes, host (nuclear) codon optimization is, for most, sufficient for stable expression”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim. The paper’s conclusions may not depend on it.

    Premisecitation

    Clinical gene therapy using a codon-optimized exogenous construct to compensate for mutations in a nuclear gene is ongoing.

    “clinical gene therapy using a codon-optimized exogenous construct to compensate for mutations in a nuclear gene (e.g. hemophilia, [69]) is ongoing”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites [69] Rangarajan, 2017, AAV5-Factor VIII gene transfer in severe hemophilia A, N. Engl. J. Med. source
  • It may state two separate claims as one.

    Study design and conductown data

    The ND1m cells were previously shown to be homoplasmic and were confirmed to be >99.9% homoplasmic by ARMS qPCR and Sanger sequencing.

    “The ND1m cells were previously shown to be homoplasmic [79] and within our experimental limitations we were able to confirm that these cells were >99.9% homoplasmic by ARMS qPCR (Supplementary Table S4) and Sanger sequencing (Supplementary Fig. S3).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites [79] McKenzie, 2014, Capture of somatic mtDNA point mutations with severe effects on oxidative phosphorylation in synaptosome cybrid clones from human brain, Hum. Mutat. source
52 of 52
  • The paper relies on this without support.

    The FVB mouse has a severe Complex V defect caused by several mutations, including the mitochondrial transversion m.7778G-T resulting in an Asp-Tyr substitution within the conserved N-terminus of the ATP8 protein.

    “The FVB mouse has a severe CV defect caused by several mutations, including a mitochondrial transversion mutation (m.7778G-T) resulting in an Asp-Tyr substitution within the conserved N-terminus of the ATP8 protein.”
  • The paper relies on this without support.

    The C57/BL6(mtFVB) mouse line is not a null model; the mutant ATP8 protein is synthesized and incorporated into Complex V.

    “This is not a null model - the mutant ATP8 protein is synthesized and incorporated into Complex V (CV)”
  • The paper relies on this without support.

    The N-terminal MTS from ATP5G1 directs the target protein to the mitochondrial matrix and is then cleaved by the matrix processing peptidase upon entry through the translocase of the inner membrane.

    “Under stable expression conditions, the N-terminal MTS from ATP5G1 directs the target protein to the mitochondrial matrix and is then cleaved by the matrix processing peptidase (MPP) upon entry through the translocase of the inner membrane (TIM).”
  • The paper relies on this without support.

    Charged amino acids directly influence the import and topology of imported mitochondrial proteins.

    “Charged amino acids, though not abundant in mitochondrial proteins, are known to directly influence the import and topology of imported mitochondrial proteins.”
  • The paper relies on this without support.

    Synonymous codon use of a genome can be loosely associated with translation.

    “As synonymous codon use of a genome can be loosely associated with translation”
  • The paper relies on this without support.

    The endogenous ATP5G1 MTS sequence is recognized by the processing peptidase of the mitochondrial matrix.

    “the endogenous ATP5G1 MTS sequence is recognized by the processing peptidase of the mitochondrial matrix”
6 of 6

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • ND1 mutation is identified at two different positions

    Minor

    The same ND1 mutation is identified as m.3571insC and m.3751insC. These specify different positions, so the disease-model mutation is not consistently identified.

  • ND1 rescue is described as nearly half of wild-type viability

    Minor

    The Results state that FLAG-tagged oND1 reached 32% of wild-type viability in galactose, whereas the Discussion describes it as nearly half. This materially overstates the reported rescue.

  • Transient comparison claims all 13 minimally recoded genes were tested

    Minor

    The abstract claims higher transient expression than minimally recoded genes for all 13 constructs, but the minimally recoded ND6 construct was never synthesized or tested.

  • Discussion cites the wrong figure for mouse ATP8 viability

    Minor

    The Discussion cites Fig. 5D for the mouse ATP8 growth result, but the mouse viability assay is identified as Fig. 6D; Fig. 5 concerns the human ATP8 null cell line.

4 of 4

Citations

Cites

Flagged first, then by citations

2 of the 98 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Metadata

Authors
Lewis, C. J., Dixit, B., Batiuk, E., Hall, C. J., O'Connor, M. S., & Boominathan, A.
Affiliations
SENS Research Foundation (US)
Corresponding author
Boominathan, Amutha
Venue
Redox Biology
Publisher
Elsevier BV
Published
2020-02
Volume
30
Pages
101429
ISSN
2213-2317 (ISSN-L)
OpenAlex
W2999808833
Cited by
20
References
98
Citations by year
2026: 5 · 2025: 3 · 2024: 3 · 2023: 3 · 2022: 2 · 2021: 3 · 2020: 1
FWCI
0.64
Type
journal article
Language
en
Open access
Locations
  • Redox Biology (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Funders
SENS Research Foundation
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Mitochondrial Function and Pathology
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › RNA and protein synthesis mechanisms
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Virus-based gene therapy research
Keywords
codon optimization, allotopic expression, mitochondrial DNA, mitochondrial disease, gene therapy, mitochondrial protein localization, ATP8, ND1, mitochondrial myopathy
MeSH terms
Codon Usage, Animals, DNA, Mitochondrial, Humans, Mitochondria, Models, Biological, Mutation, NADH Dehydrogenase, Gene Expression, Computational Biology, Mitochondrial Proteins, Mitochondrial Proton-Translocating ATPases, Mitochondrial Diseases, Mice, HEK293 Cells

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