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OBJECTIVES: The purpose of this study was to evaluate the diagnostic efficacy of transvaginal two-dimensional fundamental sonosalpingography (2D-FS) combined with saline infusion pelvic sonosalpingography (SIPS) for assessing fimbrial part's morphology and function of the fallopian tubes. METHODS: One hundred and sixty-nine cases underwent 2D-FS combined with SIPS. Among them, 18 cases received laparoscopy and dye test (LDT) within 3 months after the examination and the results were regarded as reference standard. RESULTS: Excluding proximal or middle segment obstructed tubes, the remaining fimbrial parts' display rate by using 2D-FS combined with SIPS was 75.1%. According to the ultrasonic appearance, the fimbrial parts were classified into 4 types: normal, abnormal, suspected abnormal, and unclassifiable. Normal fimbrial parts accounted for 73.8% when the tubes were patent; abnormal fimbrial parts accounted for 74.1% when the tubes were partial obstructed; all became abnormal when the tubes were distal complete obstructed. The fimbrial parts which had been classified by 2D-FS combined with SIPS were compared with LDT further. This combination's accuracy (ACC), sensitivity (SEN), specificity (SPE), positive predictive value (PPV), negative predictive value (NPV), and Youden's index (YI) were 86.4, 87.5, 85.7, 77.8, 92.3, and 0.73%, respectively. The result of consistency analysis showed the combination was essentially consistent with LDT result (Kappa = 0.713). CONCLUSION: 2D-FS combined with SIPS can be a preferred method for assessment of the fimbrial part's morphology and function, with its advantages of non-invasive, intuition, and accuracy. This combination could provide an objective imaging basis for choosing clinical treatment strategies and predicting prognosis.
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Tubas Uterinas , Laparoscopia , Tubas Uterinas/diagnóstico por imagem , Feminino , Humanos , Histerossalpingografia , PelveRESUMO
Avocado (Persea americana Mill.) is an economically important crop because of its high nutritional value. However, the absence of a sequenced avocado reference genome has hindered investigations of secondary metabolism. For next-generation high-throughput transcriptome sequencing, we obtained 365,615,152 and 348,623,402 clean reads as well as 109.13 and 104.10 Gb of sequencing data for avocado mesocarp and seed, respectively, during five developmental stages. High-quality reads were assembled into 100,837 unigenes with an average length of 847.40 bp (N50 = 1725 bp). Additionally, 16,903 differentially expressed genes (DEGs) were detected, 17 of which were related to carotenoid biosynthesis. The expression levels of most of these 17 DEGs were higher in the mesocarp than in the seed during five developmental stages. In this study, the avocado mesocarp and seed transcriptome were also sequenced using single-molecule long-read sequencing to acquired 25.79 and 17.67 Gb clean data, respectively. We identified 233,014 and 238,219 consensus isoforms in avocado mesocarp and seed, respectively. Furthermore, 104 and 59 isoforms were found to correspond to the putative 11 carotenoid biosynthetic-related genes in the avocado mesocarp and seed, respectively. The isoform numbers of 10 out of the putative 11 genes involved in the carotenoid biosynthetic pathway were higher in the mesocarp than those in the seed. Besides, alpha- and beta-carotene contents in the avocado mesocarp and seed during five developmental stages were also measured, and they were higher in the mesocarp than in the seed, which validated the results of transcriptome profiling. Gene expression changes and the associated variations in gene dosage could influence carotenoid biosynthesis. These results will help to further elucidate carotenoid biosynthesis in avocado.
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Carotenoides/metabolismo , Regulação da Expressão Gênica de Plantas , Persea/genética , Persea/metabolismo , Sementes/genética , Sementes/metabolismo , Transcriptoma , Vias Biossintéticas , Biologia Computacional/métodos , Dosagem de Genes , Perfilação da Expressão Gênica , Ontologia Genética , Metaboloma , Metabolômica/métodos , Anotação de Sequência Molecular , Desenvolvimento Vegetal/genéticaRESUMO
Purpose: Psoriasis is not yet completely curable, and its etiology and pathogenesis are unclear. Necroptosis, also known as programmed necrosis, is a regulated mode of necrotic cell death. The interaction between inflammatory diseases and necrotic apoptosis has recently attracted significant attention. We explored the molecular mechanisms of necrotic apoptosis-related genes in psoriasis using bioinformatics methods to identify potential biomarkers for psoriasis. Patients and Methods: In this study, we screened psoriasis differentially expressed genes from the datasets GSE13355 and GSE14905 and took intersections with necrotic apoptosis-related genes for the next analysis. We used multiple machine learning algorithms to screen key genes and perform enrichment analysis. In addition, we performed an immune infiltration analysis. Transcription factors were predicted by the R package "RcisTarget". We also observed the cellular clustering of key genes in different cell types at the single-cell sequencing level. We used real-time fluorescence-based quantitative-polymerase chain reaction, Western blot, and immunohistochemistry to analyze gene expression in clinical samples. We constructed an imiquimod-induced psoriasis-like dermatitis model in mice for further validation. Results: Seven key genes were screened as follows: AIM2, CARD6, HPSE, MYD88, PYCARD, RAI14, and TNFSF10. Enrichment analysis showed that the key genes were mainly involved in inflammatory pathways. Immune infiltration analysis showed significantly higher levels of CD8 T cells, CD4 initial T cells, and CD4 memory-activated T cells in the disease group's samples than in the normal patients' samples. The key gene expression in single cells analyzed showed that PYCARD was significantly expressed in keratinocytes. PYCARD was selected for gene expression analysis; the results showed that its expression was significantly elevated in the skin lesion tissues of patients with psoriasis. We also verified that PYCARD might play a vital role in the development of psoriasis skin lesions using animal experiments. Conclusion: PYCARD plays a vital role in psoriasis development and is a potential biomarker for psoriasis.
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BACKGROUND: Papulopustular rosacea (PPR) is a chronic inflammatory disease with a significant impact on facial aesthetics. An impaired skin barrier is an important factor in the development and exacerbation of PPR. Tranexamic acid (TXA) has immune regulatory and anti-inflammatory effects, inhibits angiogenesis and endothelial hyperplasia, and promotes skin barrier repair. AIMS: We investigated the efficacy and safety of oral TXA for PPR treatment. PATIENTS/METHODS: In total, 70 patients were randomly assigned to receive traditional therapy plus oral TXA or traditional therapy alone for 8 weeks, with a 4-week follow-up period. The subjective improvement in rosacea was assessed using the clinical erythema assessment (CEA), investigator's global assessment (IGA), patient self-assessment (PSA) score, rosacea-specific quality of life (RQoL) score, and global aesthetic improvement score (GAIS). An objective improvement in rosacea was assessed using skin hydration, trans-epidermal water loss (TEWL), clinical photography, and an eight spectrum facial imager. RESULTS: CEA/IGA/PSA, dryness, and RQoL scores were significantly lower and GAIS was higher in the TXA group than in the traditional therapy group. Furthermore, oral TXA significantly improved skin barrier function, increased skin hydration, and decreased TEWL, with no significant side effects. Notably, we observed better outcomes and a greater improvement in skin barrier function with TXA treatment in patients with dry-type rosacea than in patients with oily skin. CONCLUSIONS: The addition of oral TXA to traditional therapy can lead to rapid and effective improvements in PPR, which may be attributed to improvements in skin barrier function.
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Qualidade de Vida , Rosácea , Ácido Tranexâmico , Humanos , Rosácea/tratamento farmacológico , Ácido Tranexâmico/administração & dosagem , Feminino , Pessoa de Meia-Idade , Adulto , Administração Oral , Masculino , Resultado do Tratamento , Antifibrinolíticos/administração & dosagem , Antifibrinolíticos/uso terapêutico , Perda Insensível de Água/efeitos dos fármacos , Pele/efeitos dos fármacos , Índice de Gravidade de Doença , Face , Eritema/tratamento farmacológico , Eritema/etiologiaRESUMO
BACKGROUND: Vaccination is an important method for the prevention of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission. There is currently a lack of real-world clinical data regarding the safety and efficacy of coronavirus disease 2019 (COVID-19) vaccines with respect to plaque psoriasis treatment involving tumor necrosis factor-α (TNF-α) and interleukin-17A (IL-17A) inhibitors. METHODS: We longitudinally analyzed 152 patients with plaque psoriasis, 86 of whom received two doses of inactivated COVID-19 vaccine (either BBIBP-CorV or CoronaVac). Comparisons were made between patients undergoing treatment with biologics (TNF- α inhibitors or IL-17A inhibitors) or acitretin. Routine blood tests were used to assess safety; the psoriasis area and severity index (PASI) and dermatology life quality index (DLQI) were used to assess efficacy. RESULTS: After inactivated COVID-19 vaccination, biologics retained considerable advantages in terms of improving skin lesions (measured by PASI) and quality of life (measured by DLQI), compared with conventional treatment (p < 0.05 and p < 0.01, respectively). Routine blood tests and hepatorenal function analyses suggested that inactivated SARS-CoV-2 vaccines did not alter the safety of biologics treatment (p > 0.05). CONCLUSIONS: Inactivated SARS-CoV-2 vaccines do not have significant impacts on the safety and efficacy of biologics (TNF-α inhibitors or IL-17A inhibitors) in patients with moderate to severe plaque psoriasis.
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Produtos Biológicos , COVID-19 , Psoríase , Humanos , Vacinas contra COVID-19/efeitos adversos , Fator de Necrose Tumoral alfa , Interleucina-17 , Inibidores de Interleucina , Produtos Biológicos/uso terapêutico , Qualidade de Vida , COVID-19/prevenção & controle , SARS-CoV-2 , Resultado do Tratamento , Psoríase/tratamento farmacológicoRESUMO
Evaluation of tubal patency is one of the vital steps in the process of female infertility management. Hysterosalpingo-contrast Sonography (HyCoSy) has become the first-line recommendation for evaluating tubal patency. However, there remain some controversies and dilemmas relevant to the evaluation of tubal patency by HyCosy, with no effective solution has been proposed or no consensus has been reached. Herein, combined with previous research and clinical experience, we conclude and analyze these controversies and dilemmas, aiming at offering our perspective on the opportunities and challenges which are faced by HyCosy.
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Background: Compared with the current commonly used pretreatment approaches, the therapeutic effect of contrast-enhanced ultrasound-guided sclerotherapy with lauromacrogol injection (CEUSL) on cesarean scar pregnancy (CSP) is not clear. This study aimed to investigate the clinical efficacy and safety of CEUSL compared with gelatin sponge uterine artery embolization (UAE) and UAE combined with methotrexate (UAEM) in the pretreatment of CSP to prevent massive bleeding during subsequent curettage. Methods: Sixty-four patients were divided into the CEUSL (n=20), UAE (n=22), and UAEM (n=22) groups. All patients with CSP underwent curettage and hysteroscopy after CEUSL, UAE, or UAEM pretreatment. The efficacy and safety indicators after pretreatment were analyzed. Results: Time for pretreatment [95% confidence interval (CI): 31.92-39.28] and hospitalization cost (95% CI: 7,852.32-9,063.23) were significantly decreased in the CEUSL group compared with that in the UAE (95% CI: 53.55-59.99% and 95% CI: 12,901.42-15,166.63, respectively) and the UAEM group (95% CI: 52.90-58.83 and 95% CI: 11,324.66-13,302.69, respectively; P<0.001). The beta human chorionic gonadotropin (ß-hCG) percentage decrease 24 hours later and the hospital stay were significantly decreased in the CEUSL group (95% CI: 0.65-0.70 and 95% CI: 3.32-4.58 days, respectively) compared with those in the UAE (95% CI: 0.67-0.74 and 95% CI: 4.06-5.84, respectively) or UAEM (95% CI: 0.62-0.68 and 95% CI: 4.12-5.88, respectively) groups (P<0.05). After pretreatment, there were significantly fewer patients (P<0.05) with fever (95% CI: -0.52 to -0.093), pelvic pain (95% CI: -0.427 to -0.018), increased white blood cell count (95% CI: -0.359 to 0.040), and hypersensitive C-reactive protein (hs-CRP) elevation (95% CI: -0.572 to -0.118) in the CEUSL group than in the UAE or UAEM groups. At follow-up, all patients resumed normal menstruation, with no residual gestational sac on ultrasound imaging or sequel. Conclusions: The pretreatment procedures were all technically successful, with good outcomes in different pretreatment procedures. Compared with UAE with or without methotrexate, CEUSL may be as effective and safe for pretreatment of CSP, with fewer adverse effects and shorter pretreatment time and hospital stay.
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Background: Steroid-induced rosacea is a severe withdrawal reaction which can occur after the frequent and excessive topical use of steroids on the face. The Janus kinase (JAK)-signal transducers and activators of transcription signaling pathway is involved in many biological processes and may play a role in the development of steroid-induced rosacea. Objective: To observe the efficacy and safety of the JAK1 inhibitor abrocitinib in the treatment of steroid-induced rosacea. Methods: Four Chinese female patients were treated with orally-administered abrocitinib, a selective JAK1 inhibitor with a good safety profile, for steroid-induced rosacea. Results: Abrocitinib treatment resulted in improved skin condition and lowered Dermatology Life Quality Index scores in each of the four patients. No discomfort was reported and no adverse effects were observed. Conclusion: The JAK1 inhibitor abrocitinib is a promising potential treatment for steroid-induced rosacea.
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This review focuses on Acinetobacter baumannii, a Gram-negative bacterium that causes various infections and whose multidrug resistance has become a significant challenge in clinical practices. There are multiple bacterial mechanisms in A. baumannii that participate in bacterial colonization and immune responses. It is believed that outer membrane vesicles (OMVs) budding from the bacteria play a significant role in mediating bacterial survival and the subsequent attack against the host. Most OMVs originate from the bacterial membranes and molecules are enveloped in them. Elements similar to the pathogen endow OMVs with robust virulence, which provides a new direction for exploring the pathogenicity of A. baumannii and its therapeutic pathways. Although extensive research has been carried out on the feasibility of OMV-based vaccines against pathogens, no study has yet summarized the bioactive elements, biological activity, and vaccine applicability of A. baumannii OMVs. This review summarizes the components, biogenesis, and function of OMVs that contribute to their potential as vaccine candidates and the preparation methods and future directions for their development.
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As microplastics (MPs) are organic polymers with a carbon-based framework, they may affect nutrient cycling. Information regarding how MPs influence N, P, and C cycling and the underlying driving force remains lacking. N, P, and C cycling induced by soil hydraulic properties under MPs exposure (including polyethylene (PE), polyvinyl chloride (PVC), polystyrene (PS), polypropylene (PP)) in the natural environment were investigated in this study. MPs exposure increased the soil water content (11.2-84.5%) and reduced bulk density (11.4-42.8%); soil saturated hydraulic conductivity increased by 7.3-69.4% under PP and PE exposure. MPs exposure led to increases in available phosphorus, NO3--N, NH4+-N, and soil organic matter; the bacterial communities related to N and C cycling were significantly changed. Expression levels of soil N and C cycling-related genes were enhanced under low concentrations (0.5% and 2%) of MPs, except PVC; consequently, soil nitrogen storage and organic carbon storage increased by 12-75% and 6.7-93%, respectively. Correlation analyses among soil hydraulic properties, bacterial communities, and functional genes related to nutrient cycling revealed that soil hydraulic properties (including soil water content, saturated water capacity, and soil saturated hydraulic conductivity) were the dominant factors affecting soil N and C storage under MPs exposure.
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Evidence from previous studies has shown that exposure to cadmium (Cd) is associated with cardiovascular disease, kidney disease, and osteoporosis, but the effects of Cd on liver toxicity in adolescents are unclear. The data of 4411 adolescents who participated in the US The National Health and Nutrition Examination Survey (NHANES) during 1999-2016 was analyzed. Liver function was indicated by the levels of alanine aminotransferase (ALT) and aspartate amino transferase (AST). The associations between the levels of urinary Cd and liver function were evaluated using multivariate logistic regression models adjusted for covariates. The results showed that the odds ratios of ALT and AST in the highest quartiles of urinary Cd were 1.40 (95% confidence interval [CI], 1.07-1.82) and 1.64 (95% CI, 1.10-2.44), respectively, compared with the lowest quartiles, which were similar to using urinary creatinine as the covariate. We also found linear regression of associations of urinary Cd with elevated ALT and AST levels in boys. In addition, one augmented urinary Cd concentration unit (Log10) was associated with a 0.04-mg/dL increase in C-reactive protein and a 0.53-mg/dL decrease in HDL cholesterol in the fully adjusted model. Our results add novel evidence that exposure to Cd might be positively associated with indicators of liver injury, indicating the potential toxic effect of Cd exposure on the adolescent liver. Further confirmatory studies are needed.
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Cádmio , Fígado , Adolescente , Alanina Transaminase , Aspartato Aminotransferases , Cádmio/toxicidade , Humanos , Masculino , Inquéritos NutricionaisRESUMO
Background: Disability has become a global population health challenge. Due to difficulties in self-care or independent living, patients with disability mainly live in community-based care centers or institutions for long-term care. Nonetheless, these settings often lack basic medical resources, such as ultrasonography. Thus, remote ultrasonic robot technology for clinical applications across wide regions is imperative. To date, few experiences of remote diagnostic systems in rural care centers have been reported. Objective: To assess the feasibility of a fifth-generation cellular technology (5G)-based robot-assisted remote ultrasound system in a care center for disabled patients in rural China. Methods: Patients underwent remote robot-assisted and bedside ultrasound examinations of the liver, gallbladder, spleen, and kidneys. We compared the diagnostic consistency and differences between the two modalities and evaluated the examination duration, image quality, and safety. Results: Forty-nine patients were included (21 men; mean age: 61.0 ± 19.0 [range: 19-91] years). Thirty-nine and ten had positive and negative results, respectively; 67 lesions were detected. Comparing the methods, 41 and 8 patients had consistent and inconsistent diagnoses, respectively. The McNemar and kappa values were 0.727 and 0.601, respectively. The mean duration of remote and bedside examinations was 12.2 ± 4.5 (range: 5-26) min and 7.5 ± 1.8 (range: 5-13) min (p < 0.001), respectively. The median image score for original images on the patient side and transmitted images on the doctor side was 5 points (interquartile range: [IQR]: 4.7-5.0) and 4.7 points (IQR: 4.5-5.0) (p = 0.176), respectively. No obvious complications from the examination were reported. Conclusions: A 5G-based robot-assisted remote ultrasound system is feasible and has comparable diagnostic efficiency to traditional bedside ultrasound. This system may provide a unique solution for basic ultrasound diagnostic services in primary healthcare settings.
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Pessoas com Deficiência , Robótica , Adulto , Idoso , Idoso de 80 Anos ou mais , China , Humanos , Masculino , Pessoa de Meia-Idade , Robótica/métodos , População Rural , Ultrassonografia/métodosRESUMO
INTRODUCTION: Previous studies have reported that miR-520b exhibited inhibitory effects on various human tumors, whereas the effects of miR-520b on gallbladder carcinoma (GBC) have remained unclear. To investigate the effects of miR-520b on GBC progression and reveal the underlying mechanisms, this study was performed. MATERIAL AND METHODS: MiR-520b and RAB22A mRNA levels were analyzed by quantitative real-time PCR (qPCR). RAB22A protein level was analyzed via Western blot and immunohistochemical (IHC) analysis. The proliferation, colony formation ability, migration and invasion of NOZ cells were measured via MTT, colony formation, wound healing and transwell invasion assay respectively. RESULTS: MiR-520b expression level was lower in human GBC tissues than that in neighboring normal tissues. MiR-520b mimic repressed NOZ cell proliferation, colony formation ability, migration and invasion, whereas miR-520b inhibitor exhibited opposite effects. Dual luciferase reporter assay confirmed that miR-520b could bind to the 3'-untranslated regions of RAB22A mRNA. Moreover, RAB22A overexpression significantly abolished the anti-tumor effects of miR-520b in a NOZ cell model. Western blot, qPCR and IHC analysis proved that human GBC tissues showed a higher RAB22A expression level than neighboring normal tissues. Additionally, there was a negative association between miR-520b and RAB22A expression. CONCLUSIONS: MiR-520b had suppressive effects on GBC via targeting RAB22A in vitro.
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BACKGROUND: The combination of transarterial chemoembolization (TACE) with sorafenib has demonstrated superior efficacy over sorafenib and TACE monotherapy in hepatocellular carcinoma (HCC). Apatinib, a new targeted agent, has been recently reported to prolong the survival of HCC patients, either alone or in combination with TACE. However, the superior regimen between TACE-apatinib and TACE-sorafenib in HCC patients has not been determined. In this study, we compared the efficacy and safety of TACE-apatinib versus TACE-sorafenib in advanced stage HCC patients. METHODS: The data of 201 HCC patients who had received TACE-sorafenib or TACE-apatinib between January 2016 and June 2018 in three hospitals were retrospectively reviewed. Overall survival (OS), progression-free survival (PFS), and adverse effects (AEs) between the two treatment groups were compared. A subgroup analysis based on the doses of targeted agents was also performed. RESULTS: No significant differences in baseline clinicopathological features were found between the two groups except for dose reduction. The TACE-apatinib group had higher incidences of hypertension, oral or anal ulcer and proteinuria, while the TACE-sorafenib group had higher incidences of diarrhea and alopecia. Grade 3/4 AEs occurred more frequently in the TACE-apatinib group than in the TACE-sorafenib group (52.3% vs. 22.6%, P<0.001). The TACE-sorafenib group had better PFS than the TACE-apatinib group (median PFS: 5.0 vs. 6.0 months, P=0.002) while the two groups showed no difference in OS (median OS: 13.0 vs. 13.0 months, P=0.448). The TACE-apatinib group had a higher rate of targeted agent dose reduction than the TACE-sorafenib group (53.5% vs. 17.4%, P<0.001). When the patients were stratified into normal and reduced-dose subgroups, those who received TACE-sorafenib exhibited improved PFS but similar OS compared with the patients who received TACE-apatinib in the reduced-dose subgroup (median OS: 12.0 vs. 13.3 months, P=0.614; median PFS: 3.0 vs. 7.0 months, P<0.001). Multivariable analysis validated that treatments and dose reduction were independent prognostic factors for PFS among all patients. CONCLUSIONS: Compared with TACE-sorafenib, the strategy of TACE-apatinib yielded shorter PFS in advanced HCC patients while no difference in OS was observed. A high rate of AE-related dose reduction of apatinib could account for the observed differences.
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Eczema , Compostos Heterocíclicos com 3 Anéis , Interleucina-17 , Psoríase , Humanos , Psoríase/tratamento farmacológico , Compostos Heterocíclicos com 3 Anéis/uso terapêutico , Compostos Heterocíclicos com 3 Anéis/efeitos adversos , Interleucina-17/antagonistas & inibidores , Eczema/tratamento farmacológico , Janus Quinase 1/antagonistas & inibidores , Inibidores de Janus Quinases/uso terapêutico , Anticorpos Monoclonais Humanizados/uso terapêutico , Anticorpos Monoclonais Humanizados/efeitos adversos , FemininoRESUMO
Chloroplasts significantly influence species phylogenies because of their maternal inheritance and the moderate evolutionary rate of their genomes. Avocado, which is a member of the family Lauraceae, has received considerable attention from botanists, likely because of its position as a basal angiosperm. However, there is relatively little avocado genomic information currently available. In this study, six complete avocado chloroplast genomes from three ecological races were assembled to examine the sequence diversity among the three avocado ecological races. A comparative genomic analysis revealed that 515 simple sequence repeat loci and 176 repeats belonging to four other types were polymorphic across the six chloroplast genomes. Three highly variable regions (trnC-GCA-petN, petN-psbM, and petA-psbJ) were identified as highly informative markers. A phylogenetic analysis based on 79 common protein-coding genes indicated that the six examined avocado accessions from three ecological races form a monophyletic clade. The other three genera belonging to the Persea group clustered to form a sister clade with a high bootstrap value. These chloroplast genomes provide important genetic information for future attempts at identifying avocado races and for the related biological research.
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Cloroplastos/genética , Genoma de Cloroplastos , Persea/classificação , Proteínas de Cloroplastos/genética , Evolução Molecular , Persea/genética , Filogenia , Folhas de Planta/genética , Análise de Sequência de DNA/métodosRESUMO
Genomic data is a powerful tool. However, the phylogenetic relationships among different ecological races of avocado remain unclear. Here, we used the results from specific length amplified fragment sequencing (SLAF-seq) and transcriptome data to infer the population structure and genetic diversity of 21 avocado cultivars and reconstructed the phylogeny of three ecological races and two interracial hybrids. The results of the three analyses performed (unweighted pair-group methods with arithmetic means (UPGMA) cluster, Principal coordinate analysis (PCoA), and STRUCTURE) based on single nucleotide polymorphisms (SNPs) from SLAF-seq all indicated the existence of two populations based on botanical race: Mexicanâ»Guatemalan and West Indian genotype populations. Our results based on SNPs from SLAF-seq indicated that the Mexican and Guatemalan races were more closely related to each other than either was to the West Indian race, which also was confirmed in the UPGMA cluster results based on SNPs from transcriptomic data. SNPs from SLAF-seq provided strong evidence that the Guatemalan, Mexican, and Guatemalan × Mexican hybrid accession possessed higher genetic diversity than the West Indian races and Guatemalan × West Indian hybrid accessions. Six race-specific Kompetitive allele specific PCR (KASP) markers based on SNPs from SLAF-seq were then developed and validated.