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1.
Drug Discov Today ; 29(5): 103967, 2024 May.
Article in English | MEDLINE | ID: mdl-38555033

ABSTRACT

Single-domain antibodies (sdAbs) hold promise for developing new biopharmaceuticals to treat neglected tropical diseases (NTDs), including snakebites, which are severe and occur frequently. In addition, limitations of conventional snakebite treatments, especially in terms of local action, and the global antivenom crisis incentivize the use of this biotechnological tool to design next-generation snakebite antivenoms. Conventional antivenoms for snakebite treatment are usually composed of immunoglobulin G or F(ab')2 fragments derived from the plasma of immunized animals. sdAbs, the smallest antigen-binding fragments, are derived from the variable domains of camelid heavy-chain antibodies. sdAbs may have some advantages over conventional antivenoms for local toxicity, such as better penetration into tissues due to their small size, and high solubility and affinity for venom antigens due to their unique antigen-binding loops and ability to access cryptic epitopes. We present an overview of current antivenom therapy in the context of sdAb development for toxin neutralization. Furthermore, strategies are presented for identifying snake venom's major toxins as well as for developing antisnake toxin sdAbs by employing proteomic tools for toxin neutralization.


Subject(s)
Antivenins , Proteomics , Single-Domain Antibodies , Snake Bites , Snake Venoms , Animals , Humans , Antivenins/immunology , Proteomics/methods , Single-Domain Antibodies/immunology , Single-Domain Antibodies/pharmacology , Snake Bites/drug therapy , Snake Bites/immunology , Snake Venoms/immunology
2.
An Acad Bras Cienc ; 96(suppl 1): e20230382, 2024.
Article in English | MEDLINE | ID: mdl-38422345

ABSTRACT

Plasmodium falciparum is known to cause severe malaria, current treatment consists in artemisinin-based combination therapy, but resistance can lead to treatment failure. Knowledge concerning P. falciparum essential proteins can be used for searching new antimalarials, among these a potential candidate is shikimate dehydrogenase (SDH), an enzyme part of the shikimate pathway which is responsible for producing endogenous aromatic amino acids. SDH from P. falciparum (PfSDH) is unexplored by the scientific community, therefore, this study aims to establish the first protocol for active PfSDH expression. Putative PfSDH nucleotide sequence was used to construct an optimized expression vector pET28a+PfSDH inserted in E. coli BL21(DE3). As a result, optimal expression conditions were acquired by varying IPTG and temperature through time. Western Blot analysis was applied to verify appropriate PfSDH expression, solubilization and purification started with lysis followed by two-steps IMAC purification. Enzyme activity was measured spectrophotometrically by NADPH oxidation, optimal PfSDH expression occur at 0.1 mM IPTG for 48 hours growing at 37 °C and shaking at 200 rpm, recombinant PfSDH obtained after purification was soluble, pure and its physiological catalysis was confirmed. Thus, this study describes the first protocol for heterologous expression of PfSDH in soluble and active form.


Subject(s)
Alcohol Oxidoreductases , Escherichia coli , Plasmodium falciparum , Plasmodium falciparum/genetics , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Escherichia coli/genetics , Isopropyl Thiogalactoside/metabolism
3.
Int J Biol Macromol ; 238: 124357, 2023 May 31.
Article in English | MEDLINE | ID: mdl-37028634

ABSTRACT

Animal venoms and their chemical compounds have aroused both empirical and scientific attention for ages. However, there has been a significant increase in scientific investigations in recent decades, allowing the production of various formulations that are helping in the development of many important tools for biotechnological, diagnostic, or therapeutic use, both in human and animal health, as well as in plants. Venoms are composed of biomolecules and inorganic compounds that may have physiological and pharmacological activities that are not related to their principal actions (prey immobilization, digestion, and defense). Snake venom toxins, mainly enzymatic and non-enzymatic proteins, and peptides have been identified as potential prototypes for new drugs and/or models for the development of pharmacologically active structural domains for the treatment of cancer, cardiovascular diseases, neurodegenerative and autoimmune diseases, pain, and infectious-parasitic diseases. This minireview aims to provide an overview of the biotechnological potential of animal venoms, with a focus on snakes, and to introduce the reader to the fascinating world of Applied Toxinology, where animal biodiversity can be used to develop therapeutic and diagnostic applications for humans.


Subject(s)
Neoplasms , Snake Venoms , Animals , Humans , Snake Venoms/chemistry , Snakes/metabolism , Proteins/chemistry , Peptides/pharmacology , Neoplasms/drug therapy
4.
Biomed Res Int ; 2022: 2748962, 2022.
Article in English | MEDLINE | ID: mdl-35909472

ABSTRACT

In order to address the global antivenom crisis, novel antivenoms need to present high therapeutic efficacy, broad neutralization ability against systemic and local damage, sufficient safety, and cost-effectiveness. Due to biological characteristics of camelid single-domain antibodies (VHH) such as high affinity, their ability to penetrate dense tissues, and facility for genetic manipulation, their application in antivenoms has expanded considerably. VHHs that are active against the metalloprotease BjussuMP-II from the snake Bothrops jararacussu were selected. After isolation of BjussuMP-II, a camelid was immunized with the purified toxin in order to construct the recombinant phage library. Following a round of biopanning, 52% of the selected clones were able to recognize BjussuMP-II in an ELISA assay. After sequencing, seven sequence profiles were identified. One selected clone (VHH61) showed cross-reactivity to B. brazili venom, but did not recognize the Crotalus and Lachesis genera, indicating specificity for the Bothrops genus. Through in vitro tests, the capacity to neutralize the toxicity triggered by BjussuMP-II was observed. Circular dichroism spectroscopy indicated a robust secondary structure for VHH61, and the calculated melting temperature (T M) for the clone was 56.4°C. In silico analysis, through molecular docking of anti-BjussuMP-II VHHs with metalloprotease, revealed their potential interaction with amino acids present in regions critical for the toxin's conformation and stability. The findings suggest that anti-BjussuMP-II VHHs may be beneficial in the development of next-generation antivenoms.


Subject(s)
Bothrops , Crotalid Venoms , Single-Domain Antibodies , Snake Bites , Animals , Antivenins/therapeutic use , Bothrops/metabolism , Metalloproteases/metabolism , Molecular Docking Simulation , Neutralization Tests , Single-Domain Antibodies/pharmacology , Snake Bites/drug therapy
5.
J Med Virol ; 94(7): 3410-3415, 2022 07.
Article in English | MEDLINE | ID: mdl-35233783

ABSTRACT

Through active surveillance and contact tracing from outpatients, we aimed to identify and characterize SARS-CoV-2 variants circulating in Porto Velho-Rondônia, a city in the Brazilian Amazon. As part of a prospective cohort, we gathered information from 2,506 individuals among COVID-19 patients and household contacts. Epidemiological data, nasopharyngeal swabs, and blood samples were collected from all participants. Nasopharyngeal swabs were tested for antigen rapid diagnostic test and reverse transcription-polymerase chain reaction (RT-PCR) followed by genomic sequencing. Blood samples underwent ELISA testing for IgA, IgG, and IgM antibody levels. From 757 specimens sequenced, three were identified as Mu variant, none of the individuals carrying this variant had a travel history in the previous 15 days before diagnosis. One case was asymptomatic and two presented mild symptoms. Two infected individuals from different households caring viruses with additional amino acid substitutions ORF7a P45L and ORF1a T1055A compared to the Mu virus reference sequence. One patient presented IgG levels. Our results highlight that genomic surveillance for SARS-CoV-2 variants can assist in detecting the emergency of SARS-CoV-2 variants in the community, before its identification in other parts of the country.


Subject(s)
COVID-19 , SARS-CoV-2 , Brazil/epidemiology , COVID-19/diagnosis , COVID-19/epidemiology , Humans , Immunoglobulin G , Prospective Studies , SARS-CoV-2/genetics , Watchful Waiting
6.
Int J Biol Macromol ; 193(Pt B): 1130-1137, 2021 Dec 15.
Article in English | MEDLINE | ID: mdl-34699899

ABSTRACT

Monoclonal antibodies have contributed to improving the treatment of several diseases. However, limitations related to pharmacokinetic parameters and production costs have instigated the search for alternative products. Camelids produce functional immunoglobulins G devoid of light chains and CH1 domains, in which the antigenic recognition site is formed by a single domain called VHH or nanobody. VHHs' small size and similarity to the human VH domain contribute to high tissue penetration and low immunogenicity. In addition, VHHs provide superior antigen recognition compared to human antibodies, better solubility and stability. Due to these characteristics and the possibility of obtaining gene-encoding VHHs, applications of this biological tool, whether as a monomer or in related recombinant constructs, have been reported. To ensure antibody efficacy and cost-effectiveness, strategies for their expression, either using prokaryotic or eukaryotic systems, have been utilized. Plant-based expression systems are useful for VHH related constructs that require post-translational modifications. This system has exhibited versatility, low-cost upstream production, and safety. This article presents the main advances associated to the heterologous expression of VHHs in plant systems. Besides, we show insights related to the use of VHHs as a strategy for plant pathogen control and a tool for genomic manipulation in plant systems.


Subject(s)
Gene Expression , Plants, Genetically Modified , Plants , Single-Domain Antibodies , Animals , Humans , Plants/genetics , Plants/metabolism , Plants, Genetically Modified/genetics , Plants, Genetically Modified/metabolism , Recombinant Proteins/biosynthesis , Recombinant Proteins/genetics , Single-Domain Antibodies/biosynthesis , Single-Domain Antibodies/genetics
7.
Chem Biol Interact ; 346: 109581, 2021 Sep 01.
Article in English | MEDLINE | ID: mdl-34302801

ABSTRACT

Bothrops asper is one of the most important snake species in Central America, mainly because of its medical importance in countries like Ecuador, Panama and Costa Rica, where this species causes a high number of snakebite accidents. Several basic phospholipases A2 (PLA2s) have been previously characterized from B. asper venom, but few studies have been carried out with its acidic isoforms. In addition, since snake venom is a rich source of bioactive substances, it is necessary to investigate the biotechnological potential of its components. In this context, this study aimed to carry out the biochemical characterization of PLA2 isoforms isolated from B. asper venom and to evaluate the antiparasitic potential of these toxins. The venom and key fractions were subjected to different chromatographic steps, obtaining nine PLA2s, four acidic ones (BaspAc-I, BaspAc-II, BaspAc-III and BaspAc-IV) and five basic ones (BaspB-I, BaspB-II, BaspB-III, BaspB-IV and BaspB-V). The isoelectric points of the acidic PLA2s were also determined, which presented values ranging between 4.5 and 5. The findings indicated the isolation of five unpublished isoforms, four Asp49-PLA, corresponding to the group of acidic isoforms, and one Lys49-PLA2-like. Acidic PLA2s catalyzed the degradation of all substrates evaluated; however, for the basic PLA2s, there was a preference for phosphatidylglycerol and phosphatidic acid. The antiparasitic potential of the toxins was evaluated, and the acidic PLA2s demonstrated action against the epimastigote forms of T. cruzi and promastigote forms of L. infantum, while the basic PLA2s BaspB-II and BaspB-IV showed activity against P. falciparum. The results indicated an increase of up to 10 times in antiplasmodial activity, when the Asp49-PLA2 and Lys49-PLA2 were associated with one another, denoting synergistic action between these PLA2 isoforms. These findings correspond to the first report of synergistic antiplasmodial action for svPLA2s, demonstrating that these molecules may be important targets in the search for new antiparasitic agents.


Subject(s)
Antiprotozoal Agents/pharmacology , Phospholipases A2/chemistry , Plasmodium falciparum/drug effects , Snake Venoms/metabolism , Amino Acid Sequence , Animals , Antiprotozoal Agents/chemistry , Antiprotozoal Agents/isolation & purification , Bothrops/metabolism , Drug Synergism , Isoelectric Point , Leishmania infantum/drug effects , Panama , Parasitic Sensitivity Tests , Phospholipases A2/isolation & purification , Phospholipases A2/pharmacology , Protein Isoforms/chemistry , Protein Isoforms/isolation & purification , Protein Isoforms/pharmacology , Sequence Alignment
8.
Int J Biol Macromol ; 185: 240-250, 2021 Aug 31.
Article in English | MEDLINE | ID: mdl-34118288

ABSTRACT

Given the magnitude of the global snakebite crisis, strategies to ensure the quality of antivenom, as well as the availability and sustainability of its supply are under development by several research groups. Recombinant DNA technology has allowed the engineering of monoclonal antibodies and recombinant fragments as alternatives to conventional antivenoms. Besides having higher therapeutic efficacy, with broad neutralization capacity against local and systemic toxicity, novel antivenoms need to be safe and cost-effective. Due to the biological and physical chemical properties of camelid single-domain antibodies, with high volume of distribution to distal tissue, their modular format, and their versatility, their biotechnological application has grown considerably in recent decades. This article presents the most up-to-date developments concerning camelid single-domain-based antibodies against major toxins from snake venoms, the main venomous animals responsible for reported envenoming cases and related human deaths. A brief discussion on the composition, challenges, and perspectives of antivenoms is presented, as well as the road ahead for next-generation antivenoms based on single-domain antibodies.


Subject(s)
Single-Domain Antibodies/pharmacology , Snake Bites/drug therapy , Snake Venoms/antagonists & inhibitors , Animals , Camelids, New World , Humans , Models, Molecular , Protein Engineering , Recombinant Proteins/chemistry , Recombinant Proteins/pharmacology , Single-Domain Antibodies/chemistry , Single-Domain Antibodies/genetics , Snake Bites/immunology , Tissue Distribution
9.
Int J Biol Macromol ; 165(Pt B): 2244-2252, 2020 Dec 15.
Article in English | MEDLINE | ID: mdl-33058975

ABSTRACT

Scientific advances in nanotechnology and nanoscience have enabled stability optimization and signal amplification in immunoassays by taking advantage of unique properties of nanomaterials. Biosensors based on antibodies and their fragments, also called immunosensors, are compact tools capable of providing refined antigen detection capacity. Different immunoassays that utilize these molecules for biorecognition have been used as diagnostic tools. In this regard, camelid single domain antibodies fulfill several requirements, such as nanometric size, high affinity, specificity, solubility, stability, biotechnological versatility, and low cost of production, constituting an important source for the development of immunodiagnostic devices. In this review, the main technological advances involving this specific class of molecules, as well as their major biotechnological applications will be addressed, with emphasis on their use as biosensors applied to diagnostics in human health.


Subject(s)
Biosensing Techniques/instrumentation , Diagnostic Techniques and Procedures , Immunoassay/instrumentation , Single-Domain Antibodies/metabolism , Health , Humans , Medicine
10.
Int J Biol Macromol ; 165(Pt B): 1832-1841, 2020 Dec 15.
Article in English | MEDLINE | ID: mdl-33075341

ABSTRACT

Studies have shown that inhibition of Plasmodium falciparum Purine Nucleoside Phosphorylase (PfPNP) blocks the purine salvage pathway in vitro and in vivo. In this study, PfPNP was evaluated as a model in the search for new inhibitors using surface plasmon resonance (SPR). Its expression, purification, oligomeric state, kinetic constants, calorimetric parameters and kinetic mechanisms were obtained. PfPNP was immobilized on a CM5 sensor chip and sensorgrams were produced through binding the enzyme to the substrate MESG and interactions between molecules contained in 10 fractions of natural extracts. The oligomeric state showed that recombinant PfPNP is a hexamer. The true steady-state kinetic parameters for the substrate inosine were: KM 17 µM, kcat 1.2 s-1, VMax 2.2 U/mg and kcat/KM 7 × 10-4; for MESG they were: KM 131 µM, kcat 2.4 s-1, VMax 4.4 U/mg and kcat/KM 1.8 × 10-4. The thermodynamic parameters for the substrate Phosphate were: ΔG - 5.8 cal mol-1, ΔH - 6.5 cal mol-1 and ΔS - 2.25 cal mol-1/degree. The ITC results demonstrated that the binding of phosphate to free PfPNP led to a significant change in heat and association constants and thermodynamic parameters. A sequential ordered mechanism was proposed as the kinetic mechanism. Three plant extracts contained molecules capable of interacting with PfPNP, showing different levels of affinity. The identification of plant extract fractions containing molecules that interact with recombinant PfPNP using SRP validates this target as a model in the search for new inhibitors. In this study, we showed for the first time the true steady-state kinetic parameters for reactions catalyzed by PfPNP and a model using PfPNP as a target for High-throughput Screening for new inhibitors through SPR. This knowledge will allow for the development of more efficient research methods in the search for new drugs against malaria.


Subject(s)
Enzyme Inhibitors/analysis , Enzyme Inhibitors/pharmacology , High-Throughput Screening Assays , Models, Molecular , Plasmodium falciparum/enzymology , Purine-Nucleoside Phosphorylase/antagonists & inhibitors , Biological Assay , Calorimetry , Guanosine/analogs & derivatives , Guanosine/metabolism , Hesperidin/chemistry , Hesperidin/pharmacology , Kinetics , Pentacyclic Triterpenes/chemistry , Pentacyclic Triterpenes/pharmacology , Plant Extracts/chemistry , Plasmodium falciparum/drug effects , Protein Multimerization , Purine-Nucleoside Phosphorylase/chemistry , Quercetin/chemistry , Quercetin/pharmacology , Recombinant Proteins/isolation & purification , Substrate Specificity , Surface Plasmon Resonance , Thermodynamics , Thionucleosides/metabolism
11.
Toxins (Basel) ; 10(4)2018 03 29.
Article in English | MEDLINE | ID: mdl-29596324

ABSTRACT

Toxic effects triggered by crotalic envenoming are mainly related to crotoxin (CTX), composed of a phospholipase A2 (CB) and a subunit with no toxic activity (CA). Camelids produce immunoglobulins G devoid of light chains, in which the antigen recognition domain is called VHH. Given their unique characteristics, VHHs were selected using Phage Display against CTX from Crotalus durissus terrificus. After three rounds of biopanning, four sequence profiles for CB (KF498602, KF498603, KF498604, and KF498605) and one for CA (KF498606) were revealed. All clones presented the VHH hallmark in FR2 and a long CDR3, with the exception of KF498606. After expressing pET22b-VHHs in E. coli, approximately 2 to 6 mg of protein per liter of culture were obtained. When tested for cross-reactivity, VHHs presented specificity for the Crotalus genus and were capable of recognizing CB through Western blot. KF498602 and KF498604 showed thermostability, and displayed affinity constants for CTX in the micro or nanomolar range. They inhibited in vitro CTX PLA2 activity, and CB cytotoxicity. Furthermore, KF498604 inhibited the CTX-induced myotoxicity in mice by 78.8%. Molecular docking revealed that KF498604 interacts with the CA–CB interface of CTX, seeming to block substrate access. Selected VHHs may be alternatives for the crotalic envenoming treatment.


Subject(s)
Camelids, New World/immunology , Crotoxin/immunology , Single-Domain Antibodies/immunology , Animals , Crotoxin/toxicity , Escherichia coli/genetics , Male , Mice , Molecular Docking Simulation , Muscular Diseases/chemically induced , Muscular Diseases/drug therapy , Single-Domain Antibodies/genetics , Single-Domain Antibodies/therapeutic use , Snake Bites/diagnosis , Snake Bites/therapy
12.
PLoS One ; 11(3): e0151363, 2016.
Article in English | MEDLINE | ID: mdl-27028872

ABSTRACT

Antivenoms, produced using animal hyperimmune plasma, remains the standard therapy for snakebites. Although effective against systemic damages, conventional antivenoms have limited efficacy against local tissue damage. Additionally, the hypersensitivity reactions, often elicited by antivenoms, the high costs for animal maintenance, the difficulty of producing homogeneous lots, and the instability of biological products instigate the search for innovative products for antivenom therapy. In this study, camelid antibody fragments (VHH) with specificity to Bothropstoxin I and II (BthTX-I and BthTX-II), two myotoxic phospholipases from Bothrops jararacussu venom, were selected from an immune VHH phage display library. After biopanning, 28 and 6 clones recognized BthTX-I and BthTX-II by ELISA, respectively. Complementarity determining regions (CDRs) and immunoglobulin frameworks (FRs) of 13 VHH-deduced amino acid sequences were identified, as well as the camelid hallmark amino acid substitutions in FR2. Three VHH clones (KF498607, KF498608, and KC329718) were capable of recognizing BthTX-I by Western blot and showed affinity constants in the nanomolar range against both toxins. VHHs inhibited the BthTX-II phospholipase A2 activity, and when tested for cross-reactivity, presented specificity to the Bothrops genus in ELISA. Furthermore, two clones (KC329718 and KF498607) neutralized the myotoxic effects induced by B. jararacussu venom, BthTX-I, BthTX-II, and by a myotoxin from Bothrops brazili venom (MTX-I) in mice. Molecular docking revealed that VHH CDRs are expected to bind the C-terminal of both toxins, essential for myotoxic activity, and to epitopes in the BthTX-II enzymatic cleft. Identified VHHs could be a biotechnological tool to improve the treatment for snake envenomation, an important and neglected world public health problem.


Subject(s)
Antivenins , Bothrops , Crotalid Venoms , Group II Phospholipases A2 , Molecular Docking Simulation , Single-Chain Antibodies , Animals , Antivenins/chemistry , Antivenins/genetics , Antivenins/immunology , Camelids, New World/genetics , Camelids, New World/immunology , Crotalid Venoms/chemistry , Crotalid Venoms/immunology , Crotalid Venoms/toxicity , Group II Phospholipases A2/chemistry , Group II Phospholipases A2/immunology , Group II Phospholipases A2/toxicity , Male , Mice , Single-Chain Antibodies/chemistry , Single-Chain Antibodies/genetics , Single-Chain Antibodies/immunology
13.
PLoS One ; 9(9): e108067, 2014.
Article in English | MEDLINE | ID: mdl-25243411

ABSTRACT

In addition to conventional antibodies, camelids produce immunoglobulins G composed exclusively of heavy chains in which the antigen binding site is formed only by single domains called VHH. Their particular characteristics make VHHs interesting tools for drug-delivery, passive immunotherapy and high-throughput diagnosis. Hantaviruses are rodent-borne viruses of the Bunyaviridae family. Two clinical forms of the infection are known. Hemorrhagic Fever with Renal Syndrome (HFRS) is present in the Old World, while Hantavirus Pulmonary Syndrome (HPS) is found on the American continent. There is no specific treatment for HPS and its diagnosis is carried out by molecular or serological techniques, using mainly monoclonal antibodies or hantavirus nucleoprotein (N) to detect IgM and IgG in patient serum. This study proposes the use of camelid VHHs to develop alternative methods for diagnosing and confirming HPS. Phage display technology was employed to obtain VHHs. After immunizing one Lama glama against the recombinant N protein (prNΔ85) of a Brazilian hantavirus strain, VHH regions were isolated to construct an immune library. VHHs were displayed fused to the M13KO7 phage coat protein III and the selection steps were performed on immobilized prNΔ85. After selection, eighty clones recognized specifically the N protein. These were sequenced, grouped based mainly on the CDRs, and five clones were analyzed by western blot (WB), surface plasmon resonance (SPR) device, and ELISA. Besides the ability to recognize prNΔ85 by WB, all selected clones showed affinity constants in the nanomolar range. Additionaly, the clone KC329705 is able to detect prNΔ85 in solution, as well as the native viral antigen. Findings support the hypothesis that selected VHHs could be a powerful tool in the development of rapid and accurate HPS diagnostic assays, which are essential to provide supportive care to patients and reduce the high mortality rate associated with hantavirus infections.


Subject(s)
Camelus/immunology , Hantavirus Pulmonary Syndrome/diagnosis , Immunoglobulin Fragments/immunology , Nucleoproteins/immunology , Orthohantavirus/immunology , Amino Acid Sequence , Animals , Antibodies, Viral/biosynthesis , Early Diagnosis , Hantavirus Pulmonary Syndrome/immunology , Humans , Immunoglobulin Fragments/chemistry , Male , Molecular Sequence Data , Sequence Homology, Amino Acid , Surface Plasmon Resonance
14.
Plant Cell Rep ; 27(1): 117-24, 2008 Jan.
Article in English | MEDLINE | ID: mdl-17917729

ABSTRACT

Guarana (Paullinia cupana var. sorbilis) is a plant native to the central Amazon basin. Roasted seed extracts have been used as medicinal beverages since pre-Colombian times, due to their reputation as stimulants, aphrodisiacs, tonics, as well as protectors of the gastrointestinal tract. Guarana plants are commercially cultivated exclusively in Brazil to supply the national carbonated soft-drink industry and natural product stores around the world. In this report, we describe and discuss the annotation of 15,387 ESTs from guarana seeded-fruits, highlighting sequences from the flavonoid and purine alkaloid pathways, and those related to biotic stress avoidance. This is the largest set of sequences registered for the Sapindaceae family.


Subject(s)
Fruit/genetics , Gene Expression Profiling/methods , Paullinia/genetics , Seeds/genetics , Caffeine/metabolism , Expressed Sequence Tags , Flavonoids/metabolism , Fruit/metabolism , Paullinia/metabolism , Seeds/metabolism , Tropical Climate
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