Hydrogenosomal activity of Trichomonas vaginalis cultivated under different iron conditions

To evaluate whether iron concentration in TYM medium influence on hydrogenosomal enzyme gene expression and hydrogenosomal membrane potential of Trichomonas vaginalis, trophozoites were cultivated in irondepleted, normal and iron-supplemented TYM media. The mRNA of hydrogenosomal enzymes, such as pyruvate ferredoxin oxidoreductase (PFOR), hydrogenase, ferredoxin and malic enzyme, was increased with iron concentrations in T. vaginalis culture media, measured by RT-PCR. Hydrogenosomal membrane potentials measured with DiOC6 also showed similar tendency, e.g. T. vaginalis cultivated in iron-depleted and iron-supplemented media for 3 days showed a significantly reduced and enhanced hydrogenosomal membrane potential compared with that of normal TYM media, respectively. Therefore, it is suggested that iron may regulate hydrogenosomal activity through hydrogenosomal enzyme expression and hydrogenosomal membrane potential.     

Acquisition of hydrogenosomal presequences: examples from Trichomonas vaginalis

Presequences play an important role in protein import into mitochondria-like organelles. Acquisition pathways have been revealed for some mitochondrial presequences, but little is known about hydrogenosomal presequences. Here we investigated the hydrogenosomal proteins of Trichomonas vaginalis and suggest that several hydrogenosomal presequences probably evolved from pre-existing sequences that were thereafter modified.     

Protein import into hydrogenosomes of Trichomonas vaginalis involves both N-terminal and internal targeting signals: a case study of thioredoxin reductases

The parabasalian flagellate Trichomonas vaginalis harbors mitochondrion-related and H₂-producing organelles of anaerobic ATP synthesis, called hydrogenosomes, which harbor oxygen-sensitive enzymes essential to its pyruvate metabolism. In the human urogenital tract, however, T. vaginalis is regularly exposed to low oxygen concentrations and therefore must possess antioxidant systems protecting the organellar environment against the detrimental effects of molecular oxygen and reactive oxygen species. We have identified two closely related hydrogenosomal thioredoxin reductases (TrxRs), the hitherto-missing component of a thioredoxin-linked hydrogenosomal antioxidant system. One of the two hydrogenosomal TrxR isoforms, TrxRh1, carried an N-terminal extension resembling known hydrogenosomal targeting signals. Expression of hemagglutinin-tagged TrxRh1 in transfected T. vaginalis cells revealed that its N-terminal extension was necessary to import the protein into the organelles. The second hydrogenosomal TrxR isoform, TrxRh2, had no N-terminal targeting signal but was nonetheless efficiently targeted to hydrogenosomes. N-terminal presequences from hydrogenosomal proteins with known processing sites, i.e., the alpha subunit of succinyl coenzyme A synthetase (SCSα) and pyruvate:ferredoxin oxidoreductase A, were investigated for their ability to direct mature TrxRh1 to hydrogenosomes. Neither presequence directed TrxRh1 to hydrogenosomes, indicating that neither extension is, by itself, sufficient for hydrogenosomal targeting. Moreover, SCSα lacking its N-terminal extension was efficiently imported into hydrogenosomes, indicating that this extension is not required for import of this major hydrogenosomal protein. The finding that some hydrogenosomal enzymes require N-terminal signals for import but that in others the N-terminal extension is not necessary for targeting indicates the presence of additional targeting signals within the mature subunits of several hydrogenosome-localized proteins.     

The N‐Terminal Sequences of Four Major Hydrogenosomal Proteins Are Not Essential for Import into Hydrogenosomes of Trichomonas vaginalis

The human pathogen Trichomonas vaginalis harbors hydrogenosomes, organelles of mitochondrial origin that generate ATP through hydrogen‐producing fermentations. They contain neither genome nor translation machinery, but approximately 500 proteins that are imported from the cytosol. In contrast to well‐studied organelles like Saccharomyces mitochondria, very little is known about how proteins are transported across the two membranes enclosing the hydrogenosomal matrix. Recent studies indicate that—in addition to N‐terminal transit peptides—internal targeting signals might be more common in hydrogenosomes than in mitochondria. To further characterize the extent to which N‐terminal and internal motifs mediate hydrogenosomal protein targeting, we transfected Trichomonas with 24 hemagglutinin (HA) tag fusion constructs, encompassing 13 different hydrogenosomal and cytosolic proteins of the parasite. Hydrogenosomal targeting of these proteins was analyzed by subcellular fractionation and independently by immunofluorescent localization. The investigated proteins include some of the most abundant hydrogenosomal proteins, such as pyruvate ferredoxin oxidoreductase (PFO), which possesses an amino‐terminal targeting signal that is processed on import into hydrogenosomes, but is shown here not to be required for import into hydrogenosomes. Our results demonstrate that the deletion of N‐terminal signals of hydrogenosomal precursors generally has little, if any, influence upon import into hydrogenosomes. Although the necessary and sufficient signals for hydrogenosomal import recognition appear complex, targeting to the organelle is still highly specific, as demonstrated by the finding that six HA‐tagged glycolytic enzymes, highly expressed under the same promoter as other constructs studied here, localized exclusively to the cytosol and did not associate with hydrogenosomes.     

Multiple origins of hydrogenosomes: functional and phylogenetic evidence from the ADP/ATP carrier of the anaerobic chytrid Neocallimastix sp

A mitochondrial-type ADP/ATP carrier (AAC) has been identified in the hydrogenosomes of the anaerobic chytridiomycete fungus Neocallimastix sp. L2. Biochemical and immunocytochemical studies revealed that this ADP/ATP carrier is an integral component of hydrogenosomal membranes. Expression of the corresponding cDNA in Escherichia coli confers the ability on the bacterial host to incorporate ADP at significantly higher rates than ATP--similar to isolated mitochondria of yeast and animals. Phylogenetic analysis of this AAC gene (hdgaac) confirmed with high statistical support that the hydrogenosomal ADP/ATP carrier of Neocallimastix sp. L2 belongs to the family of veritable mitochondrial-type AACs. Hydrogenosome-bearing anaerobic ciliates possess clearly distinct mitochondrial-type AACs, whereas the potential hydrogenosomal carrier Hmp31 of the anaerobic flagellate Trichomonas vaginalis and its homologue from Trichomonas gallinae do not belong to this family of proteins. Also, phylogenetic analysis of genes encoding mitochondrial-type chaperonin 60 proteins (HSP 60) supports the conclusion that the hydrogenosomes of anaerobic chytrids and anaerobic ciliates had independent origins, although both of them arose from mitochondria.     

Targeting and translocation of proteins into the hydrogenosome of the protist Trichomonas: similarities with mitochondrial protein import.

Trichomonads are early-diverging eukaryotes that lack both mitochondria and peroxisomes. They do contain a double membrane-bound organelle, called the hydrogenosome, that metabolizes pyruvate and produces ATP. To address the origin and biological nature of hydrogenosomes, we have established an in vitro protein import assay. Using purified hydrogenosomes and radiolabeled hydrogenosomal precursor ferredoxin (pFd), we demonstrate that protein import requires intact organelles, ATP and N-ethylmaleimide-sensitive cytosolic factors. Protein import is also affected by high concentrations of the protonophore, m-chlorophenylhydrazone (CCCP). Binding and translocation of pFd into hydrogenosomes requires the presence of an eight amino acid N-terminal presequence that is similar to presequences found on all examined hydrogenosomal proteins. Upon import, pFd is processed to a size consistent with cleavage of the presequence. Mutation of a conserved leucine at position 2 in the presequence to a glycine disrupts import of pFd into the organelle. Interestingly, a comparison of hydrogenosomal and mitochondrial protein presequences reveals striking similarities. These data indicate that mechanisms underlying protein targeting and biogenesis of hydrogenosomes and mitochondria are similar, consistent with the notion that these two organelles arose from a common endosymbiont.     

Presence of a member of the mitochondrial carrier family in hydrogenosomes: conservation of membrane-targeting pathways between hydrogenosomes and mitochondria

A number of microaerophilic eukaryotes lack mitochondria but possess another organelle involved in energy metabolism, the hydrogenosome. Limited phylogenetic analyses of nuclear genes support a common origin for these two organelles. We have identified a protein of the mitochondrial carrier family in the hydrogenosome of Trichomonas vaginalis and have shown that this protein, Hmp31, is phylogenetically related to the mitochondrial ADP-ATP carrier (AAC). We demonstrate that the hydrogenosomal AAC can be targeted to the inner membrane of mitochondria isolated from Saccharomyces cerevisiae through the Tim9-Tim10 import pathway used for the assembly of mitochondrial carrier proteins. Conversely, yeast mitochondrial AAC can be targeted into the membranes of hydrogenosomes. The hydrogenosomal AAC contains a cleavable, N-terminal presequence; however, this sequence is not necessary for targeting the protein to the organelle. These data indicate that the membrane-targeting signal(s) for hydrogenosomal AAC is internal, similar to that found for mitochondrial carrier proteins. Our findings indicate that the membrane carriers and membrane protein-targeting machinery of hydrogenosomes and mitochondria have a common evolutionary origin. Together, they provide strong evidence that a single endosymbiont evolved into a progenitor organelle in early eukaryotic cells that ultimately give rise to these two distinct organelles and support the hydrogen hypothesis for the origin of the eukaryotic cell.     

Influence of Metronidazole, CO, CO(2), and Methanogens on the Fermentative Metabolism of the Anaerobic Fungus Neocallimastix sp. Strain L2

The effects of metronidazole, CO, methanogens, and CO(2) on the fermentation of glucose by the anaerobic fungus Neocallimastix sp. strain L2 were investigated. Both metronidazole and CO caused a shift in the fermentation products from predominantly H(2), acetate, and formate to lactate as the major product and caused a lower glucose consumption rate and cell protein yield. An increased lactate dehydrogenase activity and a decreased hydrogenase activity were observed in cells grown under both culture conditions. In metronidazole-grown cells, the amount of hydrogenase protein was decreased compared with the amount in cells grown in the absence of metronidazole. When Neocallimastix sp. strain L2 was cocultured with the methanogenic bacterium Methanobrevibacter smithii, the fermentation pattern changed in the opposite direction: H(2) and acetate production increased at the expense of the electron sink products lactate, succinate, and ethanol. A concomitant decrease in the enzyme activities leading to these electron sink products was observed, as well as an increase in the glucose consumption rate and cell protein yield, compared with those of pure cultures of the fungus. Low levels of CO(2) in the gas phase resulted in increased H(2) and lactate formation and decreased production of formate, acetate, succinate, and ethanol, a decreased glucose consumption rate and cell protein yield, and a decrease in most of the hydrogenosomal enzyme activities. None of the tested culture conditions resulted in changed quantities of hydrogenosomal proteins. The results indicate that manipulation of the pattern of fermentation in Neocallimastix sp. strain L2 results in changes in enzyme activities but not in the proliferation or disappearance of hydrogenosomes.     

First molecular characterisation of hydrogenosomes in the protozoan parasite Histomonas meleagridis

Histomonas meleagridis is a trichomonad species that undergoes a flagellate-to-amoeba transformation during tissue invasion and causes a serious disease in gallinaceous birds (blackhead disease or histomoniasis). Living in the avian cecum, the flagellated form can be grown in vitro in the presence of an ill-defined bacterial flora. Its cytoplasm harbours numerous spherical bodies which structurally resemble hydrogenosomes. To test whether these organelles may be involved in anaerobic metabolism, we undertook the identification of H. meleagridis genes encoding some potentially conserved hydrogenosomal enzymes. The strategy was based on several PCR amplification steps using primers designed from available sequences of the phylogenetically-related human parasite Trichomonas vaginalis. We first obtained a C-terminal sequence of an iron-hydrogenase homologue (Hm_HYD) with typical active site signatures (H-cluster domain). Immunoelectron microscopy with anti-Hm_HYD polyclonal antibodies showed specific gold labelling of electron-dense organelles, thus confirming their hydrogenosomal nature. The whole genes encoding a malic enzyme (Hm_ME) and the alpha-subunit of a succinyl coenzyme A synthetase (Hm_alpha-SCS) were then identified. Short N-terminal presequences for hydrogenosomal targeting were predicted in both proteins. Anti-Hm_ME and anti-Hm_alpha-SCS antisera provided immunofluorescence staining patterns of H. meleagridis cytoplasmic granules similar to those observed with anti-Hm_HYD antiserum or mAb F5.2 known to react with T. vaginalis hydrogenosomes. Hm_ME, Hm_alpha-SCS and Hm_HYD were also detected as reactive bands on immunoblots of proteins from purified hydrogenosomes. Interestingly, anti-Hm_alpha-SCS staining of the cell surface in non-permeabilised parasites suggests a supplementary role for SCS in cytoadherence, as previously demonstrated in T. vaginalis.     

Free radical intermediates in the reaction of pyruvate:ferredoxin oxidoreductase in Tritrichomonas foetus hydrogenosomes

Aerobic incubations of the Tritrichomonas foetus hydrogenosomal fraction containing pyruvate, CoA, and the spin trap 5,5-dimethyl-1-pyrroline N-oxide (DMPO) gave spectra of two radical adducts. One was a carbon-centered radical adduct of DMPO. This radical was centered at C-3 of pyruvate as determined in experiments using [13C]pyruvate. The other radical detected was identified as the CoA radical adduct of DMPO by comparison with an adduct obtained by incubating CoA with DMPO, H2O2 and horseradish peroxidase. Deletion of CoA led to an increased stability of the carbon-centered radical adduct of DMPO, disappearance of the thiyl radical adduct of DMPO, and appearance of a hydroxyl radical adduct of DMPO. Superoxide dismutase suppressed the appearance of the DMPO-hydroxyl radical adduct but did not have any inhibitory effect on the appearance of the other adducts. Catalase had no significant effect on any of the adducts. Addition of pyruvate to these hydrogenosomal preparations stimulated oxygen consumption. Addition of CoA led to a further increase in the rate of O2 uptake but had no effect in the absence of pyruvate. The formation of two substrate free radicals as intermediates in the generation of acetyl-CoA represents a novel mechanism for this enzymatic reaction and indicates that the pyruvate:ferredoxin oxidoreductase from T. foetus differs significantly from the pyridine nucleotide-dependent pyruvate dehydrogenase complex of other eukaryotic cells in its catalytic mechanism.     

A functionally divergent hydrogenosomal peptidase with protomitochondrial ancestry

Matrix proteins of mitochondria, hydrogenosomes and mitosomes are typically targeted and translocated into their respective organelles using N-terminal presequences that are subsequently cleaved by a peptidase. Here we characterize a approximately 47 kDa metallopeptidase, from the hydrogenosome-bearing, unicellular eukaryote Trichomonas vaginalis, that contains the active site motif (HXXEHX(76)E) characteristic of the beta subunit of the mitochondrial processing peptidase (MPP) and localizes to hydrogenosomes. The purified recombinant protein, named hydrogenosomal processing peptidase (HPP), is capable of cleaving a hydrogenosomal presequence in vitro, in contrast to MPP which requires both an alpha and beta subunit for activity. T. vaginalis HPP forms an approximately 100 kDa homodimer in vitro and also exists in an approximately 100 kDa complex in vivo. Our phylogenetic analyses support a common origin for HPP and betaMPP and demonstrate that gene duplication gave rise to alphaMPP and betaMPP before the divergence of T. vaginalis and mitochondria-bearing lineages. These data, together with published analyses of MPPs and putative mitosomal processing peptidases, lead us to propose that the length of targeting presequences and the subunit composition of organellar processing peptidases evolved in concert. Specifically, longer mitochondrial presequences may have evolved to require an alpha/beta heterodimer for accurate cleavage, while shorter hydrogenosomal and mitosomal presequences did not.     

Cell cytotoxicity of sodium nitrite, sodium nitroprusside and Roussin's black salt against Trichomonas vaginalis

Abstract We have investigated the action of sodium nitrite and other nitrosyl complexes, such as sodium nitroprusside and Roussin's black salt, on the growth of metronidazole-sensitive and resistant strains of Trichomonas vaginalis and their hydrogenosomal enzymes. All three chemicals inhibited the growth of T. vaginalis : sodium nitrite at 8 mM, sodium nitroprusside at 1.2 mM and Roussin's black salt at 0.2 mM. Metronidazole-sensitive (KT9) and resistant (CDC85) isolates showed similar cytotoxicity against these molecules. Specific activities of pyruvate:ferredoxin oxidoreductase and hydrogenase and oxygen uptake rates were decreased in the T . vaginalis isolate treated with sodium nitrite and sodium nitroprusside. However, Roussin's black salt increased the specific activity of pyruvaterferredoxin oxidoreductase or hydrogenase in CDC85 or KT9 cells and increased the oxygen uptake rate in the KT9 isolate.     

Acetate:succinate CoA-transferase in the hydrogenosomes of Trichomonas vaginalis: identification and characterization

Acetate:succinate CoA-transferases (ASCT) are acetate-producing enzymes in hydrogenosomes, anaerobically functioning mitochondria and in the aerobically functioning mitochondria of trypanosomatids. Although acetate is produced in the hydrogenosomes of a number of anaerobic microbial eukaryotes such as Trichomonas vaginalis, no acetate producing enzyme has ever been identified in these organelles. Acetate production is the last unidentified enzymatic reaction of hydrogenosomal carbohydrate metabolism. We identified a gene encoding an enzyme for acetate production in the genome of the hydrogenosome-containing protozoan parasite T. vaginalis. This gene shows high similarity to Saccharomyces cerevisiae acetyl-CoA hydrolase and Clostridium kluyveri succinyl-CoA:CoA-transferase. Here we demonstrate that this protein is expressed and is present in the hydrogenosomes where it functions as the T. vaginalis acetate:succinate CoA-transferase (TvASCT). Heterologous expression of TvASCT in CHO cells resulted in the expression of an active ASCT. Furthermore, homologous overexpression of the TvASCT gene in T. vaginalis resulted in an equivalent increase in ASCT activity. It was shown that the CoA transferase activity is succinate-dependent. These results demonstrate that this acetyl-CoA hydrolase/transferase homolog functions as the hydrogenosomal ASCT of T. vaginalis. This is the first hydrogenosomal acetate-producing enzyme to be identified. Interestingly, TvASCT does not share any similarity with the mitochondrial ASCT from Trypanosoma brucei, the only other eukaryotic succinate-dependent acetyl-CoA-transferase identified so far. The trichomonad enzyme clearly belongs to a distinct class of acetate:succinate CoA-transferases. Apparently, two completely different enzymes for succinate-dependent acetate production have evolved independently in ATP-generating organelles.     

Targeting of tail‐anchored proteins to Trichomonas vaginalis hydrogenosomes

Tail‐anchored (TA) proteins are membrane proteins that are found in all domains of life. They consist of an N‐terminal domain that performs various functions and a single transmembrane domain (TMD) near the C‐terminus. In eukaryotes, TA proteins are targeted to the membranes of mitochondria, the endoplasmic reticulum (ER), peroxisomes and in plants, chloroplasts. The targeting of these proteins to their specific destinations correlates with the properties of the C‐terminal domain, mainly the TMD hydrophobicity and the net charge of the flanking regions. Trichomonas vaginalis is a human parasite that has adapted to oxygen‐poor environment. This adaptation is reflected by the presence of highly modified mitochondria (hydrogenosomes) and the absence of peroxisomes. The proteome of hydrogenosomes is considerably reduced; however, our bioinformatic analysis predicted 120 putative hydrogenosomal TA proteins. Seven proteins were selected to prove their localization. The elimination of the net positive charge in the C‐tail of the hydrogenosomal TA4 protein resulted in its dual localization to hydrogenosomes and the ER, causing changes in ER morphology. Domain mutation and swap experiments with hydrogenosomal (TA4) and ER (TAPDI) proteins indicated that the general principles for specific targeting are conserved across eukaryotic lineages, including T. vaginalis; however, there are also significant lineage‐specific differences.     

The crystal structure of Trichomonas vaginalis ferredoxin provides insight into metronidazole activation

Crystallographic studies revealing the three-dimensional structure of the oxidized form of the [2Fe-2S] ferredoxin from Trichomonas vaginalis (TvFd) are presented. TvFd, a member of the hydrogenosomal class of ferredoxins, possesses a unique combination of redox and spectroscopic properties, and is believed to be the biological molecule that activates the drug metronidazole reductively in the treatment of trichomoniasis. It is the first hydrogenosomal ferredoxin to have its structure determined. The structure of TvFd reveals a monomeric, 93 residue protein with a fold similar to that of other known [2Fe-2S] ferredoxins. It contains nine hydrogen bonds to the sulfur atoms of the cluster, which is more than the number predicted on the basis of the spectroscopic data. The TvFd structure contains a large dipole moment like adrenodoxin, and appears to have a similar interaction domain. Our analysis demonstrates that TvFd has a unique cavity near the iron-sulfur cluster that exposes one of the inorganic sulfur atoms of the cluster to solvent. This cavity is not seen in any other [2Fe-2S] ferredoxin with known structure, and is hypothesized to be responsible for the high rate of metronidazole reduction by TvFd.     

Influence of Metronidazole, CO, CO2, and Methanogens on the Fermentative Metabolism of the Anaerobic Fungus Neocallimastix sp. Strain L2

The effects of metronidazole, CO, methanogens, and CO₂ on the fermentation of glucose by the anaerobic fungus Neocallimastix sp. strain L2 were investigated. Both metronidazole and CO caused a shift in the fermentation products from predominantly H₂, acetate, and formate to lactate as the major product and caused a lower glucose consumption rate and cell protein yield. An increased lactate dehydrogenase activity and a decreased hydrogenase activity were observed in cells grown under both culture conditions. In metronidazole-grown cells, the amount of hydrogenase protein was decreased compared with the amount in cells grown in the absence of metronidazole. When Neocallimastix sp. strain L2 was cocultured with the methanogenic bacterium Methanobrevibacter smithii, the fermentation pattern changed in the opposite direction: H₂ and acetate production increased at the expense of the electron sink products lactate, succinate, and ethanol. A concomitant decrease in the enzyme activities leading to these electron sink products was observed, as well as an increase in the glucose consumption rate and cell protein yield, compared with those of pure cultures of the fungus. Low levels of CO₂ in the gas phase resulted in increased H₂ and lactate formation and decreased production of formate, acetate, succinate, and ethanol, a decreased glucose consumption rate and cell protein yield, and a decrease in most of the hydrogenosomal enzyme activities. None of the tested culture conditions resulted in changed quantities of hydrogenosomal proteins. The results indicate that manipulation of the pattern of fermentation in Neocallimastix sp. strain L2 results in changes in enzyme activities but not in the proliferation or disappearance of hydrogenosomes.     

Beta-succinyl-coenzyme A synthetase from Trichomonas vaginalis is a soluble hydrogenosomal protein with an amino-terminal sequence that resembles mitochondrial presequences.

We describe studies directed toward understanding the biogenesis and origin of the hydrogenosome, an unusual organelle found exclusively in certain anaerobic eukaryotes that lack mitochondria. Hydrogenosomes are involved in fermentative carbohydrate metabolism and are proposed to have arisen through conversion of mitochondria or via endosymbiosis with an anaerobic bacterium. We cloned a gene encoding the beta subunit of the hydrogenosomal protein succinyl-coenzyme A synthetase (beta-SCS) and isolated the protein from Trichomonas vaginalis. The T. vaginalis beta-SCS gene encodes a protein with a calculated molecular mass of 43,980 Da that has 43% amino acid identity (65% similarity) with beta-SCS from Escherichia coli. The trichomonad protein partitions into the soluble fraction of hydrogenosomes treated with sodium carbonate at high pH, consistent with a matrix localization within the organelle. The protein is encoded by a multigene family composed of at least three members. Amino-terminal sequencing of beta-SCS purified from T. vaginalis hydrogenosomes shows that the mature protein lacks the first nine amino acids encoded in the gene. This apparent amino-terminal leader sequence is strikingly similar to that of another hydrogenosomal protein and to mitochondrial presequences.     

A divergent ADP/ATP carrier in the hydrogenosomes of Trichomonas gallinae argues for an independent origin of these organelles

The evolution of mitochondrial ADP and ATP exchanging proteins (AACs) highlights a key event in the evolution of the eukaryotic cell, as ATP exporting carriers were indispensable in establishing the role of mitochondria as ATP-generating cellular organelles. Hydrogenosomes, i.e. ATP- and hydrogen-generating organelles of certain anaerobic unicellular eukaryotes, are believed to have evolved from the same ancestral endosymbiont that gave rise to present day mitochondria. Notably, the hydrogenosomes of the parasitic anaerobic flagellate Trichomonas seemed to be deficient in mitochondrial-type AACs. Instead, HMP 31, a different member of the mitochondrial carrier family (MCF) with a hitherto unknown function, is abundant in the hydrogenosomal membranes of Trichomonas vaginalis. Here we show that the homologous HMP 31 of closely related Trichomonas gallinae specifically transports ADP and ATP with high efficiency, as do genuine mitochondrial AACs. However, phylogenetic analysis and its resistance against bongkrekic acid (BKA, an efficient inhibitor of mitochondrial-type AACs) identify HMP 31 as a member of the mitochondrial carrier family that is distinct from all mitochondrial and hydrogenosomal AACs studied so far. Thus, our data support the hypothesis that the various hydrogenosomes evolved repeatedly and independently.     

A machine learning approach to identify hydrogenosomal proteins in Trichomonas vaginalis

The protozoan parasite Trichomonas vaginalis is the causative agent of trichomoniasis, the most widespread nonviral sexually transmitted disease in humans. It possesses hydrogenosomes-anaerobic mitochondria that generate H(2), CO(2), and acetate from pyruvate while converting ADP to ATP via substrate-level phosphorylation. T. vaginalis hydrogenosomes lack a genome and translation machinery; hence, they import all their proteins from the cytosol. To date, however, only 30 imported proteins have been shown to localize to the organelle. A total of 226 nuclear-encoded proteins inferred from the genome sequence harbor a characteristic short N-terminal presequence, reminiscent of mitochondrial targeting peptides, which is thought to mediate hydrogenosomal targeting. Recent studies suggest, however, that the presequences might be less important than previously thought. We sought to identify new hydrogenosomal proteins within the 59,672 annotated open reading frames (ORFs) of T. vaginalis, independent of the N-terminal targeting signal, using a machine learning approach. Our training set included 57 gene and protein features determined for all 30 known hydrogenosomal proteins and 576 nonhydrogenosomal proteins. Several classifiers were trained on this set to yield an import score for all proteins encoded by T. vaginalis ORFs, predicting the likelihood of hydrogenosomal localization. The machine learning results were tested through immunofluorescence assay and immunodetection in isolated cell fractions of 14 protein predictions using hemagglutinin constructs expressed under the homologous SCSα promoter in transiently transformed T. vaginalis cells. Localization of 6 of the 10 top predicted hydrogenosome-localized proteins was confirmed, and two of these were found to lack an obvious N-terminal targeting signal.