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1.
BMC Genomics ; 25(1): 730, 2024 Jul 29.
Article in English | MEDLINE | ID: mdl-39075388

ABSTRACT

BACKGROUND: Gut dysbiosis has been associated with colorectal cancer (CRC), the third most prevalent cancer in the world. This study compares microbiota taxonomic and abundance results obtained by 16S rRNA gene sequencing (16S) and whole shotgun metagenomic sequencing to investigate their reliability for bacteria profiling. The experimental design included 156 human stool samples from healthy controls, advanced (high-risk) colorectal lesion patients (HRL), and CRC cases, with each sample sequenced using both 16S and shotgun methods. We thoroughly compared both sequencing technologies at the species, genus, and family annotation levels, the abundance differences in these taxa, sparsity, alpha and beta diversities, ability to train prediction models, and the similarity of the microbial signature derived from these models. RESULTS: As expected, the results showed that 16S detects only part of the gut microbiota community revealed by shotgun, although some genera were only profiled by 16S. The 16S abundance data was sparser and exhibited lower alpha diversity. In lower taxonomic ranks, shotgun and 16S highly differed, partially due to a disagreement in reference databases. When considering only shared taxa, the abundance was positively correlated between the two strategies. We also found a moderate correlation between the shotgun and 16S alpha-diversity measures, as well as their PCoAs. Regarding the machine learning models, only some of the shotgun models showed some degree of predictive power in an independent test set, but we could not demonstrate a clear superiority of one technology over the other. Microbial signatures from both sequencing techniques revealed taxa previously associated with CRC development, e.g., Parvimonas micra. CONCLUSIONS: Shotgun and 16S sequencing provide two different lenses to examine microbial communities. While we have demonstrated that they can unravel common patterns (including microbial signatures), shotgun often gives a more detailed snapshot than 16S, both in depth and breadth. Instead, 16S will tend to show only part of the picture, giving greater weight to dominant bacteria in a sample. Therefore, we recommend choosing one or another sequencing technique before launching a study. Specifically, shotgun sequencing is preferred for stool microbiome samples and in-depth analyses, while 16S is more suitable for tissue samples and studies with targeted aims.


Subject(s)
Colorectal Neoplasms , Gastrointestinal Microbiome , RNA, Ribosomal, 16S , Humans , Colorectal Neoplasms/microbiology , Colorectal Neoplasms/genetics , RNA, Ribosomal, 16S/genetics , Gastrointestinal Microbiome/genetics , Feces/microbiology , Metagenomics/methods , Bacteria/genetics , Bacteria/classification , Sequence Analysis, DNA/methods , Male , Metagenome , Female
2.
Int J Mol Sci ; 25(2)2024 Jan 18.
Article in English | MEDLINE | ID: mdl-38256252

ABSTRACT

Colorectal cancer (CRC), the third most common cancer globally, has shown links to disturbed gut microbiota. While significant efforts have been made to establish a microbial signature indicative of CRC using shotgun metagenomic sequencing, the challenge lies in validating this signature with 16S ribosomal RNA (16S) gene sequencing. The primary obstacle is reconciling the differing outputs of these two methodologies, which often lead to divergent statistical models and conclusions. In this study, we introduce an algorithm designed to bridge this gap by mapping shotgun-derived taxa to their 16S counterparts. This mapping enables us to assess the predictive performance of a shotgun-based microbiome signature using 16S data. Our results demonstrate a reduction in performance when applying the 16S-mapped taxa in the shotgun prediction model, though it retains statistical significance. This suggests that while an exact match between shotgun and 16S data may not yet be feasible, our approach provides a viable method for comparative analysis and validation in the context of CRC-associated microbiome research.


Subject(s)
Colorectal Neoplasms , Gastrointestinal Microbiome , Humans , RNA, Ribosomal, 16S/genetics , Algorithms , Gastrointestinal Microbiome/genetics , Health Personnel , Colorectal Neoplasms/genetics
3.
Res Sq ; 2023 Oct 16.
Article in English | MEDLINE | ID: mdl-37886566

ABSTRACT

One of the main goals of human genetics is to understand the connections between genomic variation and the predisposition to develop a complex disorder. These disease-variant associations are usually studied in a single independent manner, disregarding the possible effect derived from the interaction between genomic variants. In particular, in a background of complex diseases, these interactions can be directly linked to the disorder and may play an important role in disease development. Although their study has been suggested to help to complete the understanding of the genetic bases of complex diseases, this still represents a big challenge due to large computing demands. Here, we have taken advantage of High-Performance Computing technologies to tackle this problem using a combination of machine learning methods and statistical approaches. As a result, we have created a containerized framework that uses Multifactor Dimensionality Reduction to detect pairs of variants associated with Type 2 Diabetes (T2D). This methodology has been tested in the Northwestern University NUgene project cohort using a dataset of 1,883,192 variant pairs with a certain degree of association with T2D. Out of the pairs studied, we have identified 104 significant pairs, two of which exhibit a potential functional relationship with T2D.

5.
Cancers (Basel) ; 14(17)2022 Aug 30.
Article in English | MEDLINE | ID: mdl-36077748

ABSTRACT

The gut microbiome is a potential modifiable risk factor for colorectal cancer (CRC). We re-analyzed all eight previously published stool sequencing data and conducted an MWAS meta-analysis. We used cross-validated LASSO predictive models to identify a microbiome signature for predicting the risk of CRC and precancerous lesions. These models were validated in a new study, Colorectal Cancer Screening (COLSCREEN), including 156 participants that were recruited in a CRC screening context. The MWAS meta-analysis identified 95 bacterial species that were statistically significantly associated with CRC (FDR < 0.05). The LASSO CRC predictive model obtained an area under the receiver operating characteristic curve (aROC) of 0.81 (95%CI: 0.78−0.83) and the validation in the COLSCREEN dataset was 0.75 (95%CI: 0.66−0.84). This model selected a total of 32 species. The aROC of this CRC-trained model to predict precancerous lesions was 0.52 (95%CI: 0.41−0.63). We have identified a signature of 32 bacterial species that have a good predictive accuracy to identify CRC but not precancerous lesions, suggesting that the identified microbes that were enriched or depleted in CRC are merely a consequence of the tumor. Further studies should focus on CRC as well as precancerous lesions with the intent to implement a microbiome signature in CRC screening programs.

7.
Gastroenterol. hepatol. (Ed. impr.) ; 45(1): 9-17, Ene. 2022. tab, graf
Article in Spanish | IBECS | ID: ibc-204124

ABSTRACT

Introducción: La pandemia producida por el virus SARS-CoV-2 ha generado un grave impacto en el funcionamiento de las unidades de endoscopia digestiva. La Asociación Española de Gastroenterología y la Sociedad Española de Endoscopia Digestiva (AEG-SEED) han propuesto la utilización de la guía European Panel on the Appropriateness of Gastrointestinal Endoscopy II (EPAGE) para la gestión de las colonoscopias pospuestas.Objetivo: Evaluar la guía EPAGE como herramienta de gestión en comparación con el test de sangre oculta en heces inmunológico (TSOHi) y con una calculadora de riesgo (CR), que incluye la edad, el sexo y el TSOHi, para la detección de cáncer colorrectal (CCR) y lesión significativa colónica (LSC).Métodos: Estudio unicéntrico prospectivo. Se incluyeron 743 pacientes derivados para una colonoscopia diagnóstica. Se clasificó cada solicitud según EPAGE en apropiada, indeterminada e inapropiada. Se les entregó un TSOHi y se calculó el valor de la CR.ResultadosEl TSOHi (p<0,001), pero no EPAGE (p = 0,742), fue una variable independiente de riesgo de CCR. El área bajo la curva receiver operating characteristic (ROC) de EPAGE, TSOHi y CR fue: 0,61(IC 95% 0,49 a 0,75), 0,95 (0,93 a 0,97) y 0,90 (0,87 a 0,93) para CCR; y 0,55 (0,49 a 0,61), 0,75 (0,69 a 0,813) y 0,78 (0,73 a 0,83) para LSC, respectivamente. El número necesario de colonoscopias para detectar un CCR y una LSC fue de 38 y siete para EPAGE, de siete y dos para TSOHi, y de 19 y cuatro para CR ≥ cinco puntos, respectivamente.Conclusión: La EPAGE, a diferencia del TSOHi, no es adecuada para seleccionar a los pacientes candidatos a colonoscopia diagnóstica para la detección de CCR. El TSOHi, en combinación con la edad y el sexo, es la estrategia correcta para gestionar la demanda de endoscopia en un escenario de acceso restrictivo.


Introduction: The pandemic caused by the SARS-CoV-2 virus has had a serious impact on the functioning of gastrointestinal endoscopy Units. The Asociación Española de Gastroenterología (AEG) and the Sociedad Española de Endoscopia Digestiva (SEED) have proposed the EPAGE guidelines for managing postponed colonoscopies.ObjectiveTo evaluate the EPAGE guidelines as a management tool compared to the immunologic faecal occult blood test (iFOBT) and compared to risk score (RS) that combines age, sex and the iFOBT for the detection of colorectal cancer (CRC) and significant bowel disease (SBD).Methods: A prospective, single-centre study enrolling 743 symptomatic patients referred for a diagnostic colonoscopy. Each order was classified according to the EPAGE guidelines as appropriate, indeterminate or inappropriate. Patients underwent an iFOBT and had their RS calculated.Results: The iFOBT (p<0.001), but not the EPAGE guidelines (p = 0.742), was an independent predictive factor of risk of CRC. The ROC AUCs for the EPAGE guidelines, the iFOBT and the RS were 0.61 (95% CI 0.49-0.75), 0.95 (0.93-0.97) and 0.90 (0.87-0.93) for CRC, and 0.55 (0.49-0.61), 0.75 (0.69-0.813) and 0.78 (0.73-0.83) for SBD, respectively. The numbers of colonoscopies needed to detect a case of CRC and a case of SBD were 38 and seven for the EPAGE guidelines, seven and two for the iFOBT, and 19 and four for a RS ≥5 points, respectively.Conclusion: The EPAGE guidelines, unlike the iFOBT, is not suitable for screening candidate patients for a diagnostic colonoscopy to detect CRC. The iFOBT, in combination with age and sex, is the most suitable strategy for managing demand for endoscopy in a restricted-access situation


Subject(s)
Humans , Colonoscopy , Pandemics , Betacoronavirus , Spain , Intestinal Diseases/diagnosis , Prospective Studies , Data Interpretation, Statistical , Gastroenterology , Disease
8.
Dig Liver Dis ; 54(6): 755-762, 2022 06.
Article in English | MEDLINE | ID: mdl-35039222

ABSTRACT

BACKGROUND: Spondyloarthritis (SpA) is one of the most common extraintestinal manifestations of inflammatory bowel disease (IBD). Diagnostic delay must be avoided. AIMS: We assessed the validity of SpA screening criteria (any of the following characteristics: chronic low back pain with onset before 45 years of age; inflammatory lower back pain or alternating buttock pain; arthritis; heel enthesitis; dacylitis; HLA-B27 positivity; sacroiliitis on imaging). METHODS: This was a multicenter cross-sectional observational study in IBD patients aged ≥18 years. After evaluating the SpA screening criteria, the gastroenterologists referred the participants to the rheumatologists, who determined whether the patient fulfilled the screening criteria and carried out the necessary tests for SpA diagnosis. RESULTS: 35 (11.7%) out of 300 patients were diagnosed with SpA. The combination with the best balance between sensitivity and specificity (91.4% and 72.1%, respectively, when applied by the rheumatologists; 80% and 78.9%, when applied by the gastroenterologists) for SpA screening, was fulfillment of any of the following: chronic low back pain with onset before age 45 years, inflammatory low back pain or alternating buttock pain, arthritis, or dactylitis. CONCLUSION: This is one of the first studies to validate SpA screening criteria in IBD patients in routine clinical practice.


Subject(s)
Inflammatory Bowel Diseases , Low Back Pain , Spondylarthritis , Adolescent , Adult , Chronic Disease , Cross-Sectional Studies , Delayed Diagnosis , Humans , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/diagnosis , Middle Aged , Spondylarthritis/complications , Spondylarthritis/diagnosis
9.
Clin Gastroenterol Hepatol ; 20(3): 611-621.e9, 2022 03.
Article in English | MEDLINE | ID: mdl-33157315

ABSTRACT

BACKGROUND & AIMS: Colonoscopy reduces colorectal cancer (CRC) incidence and mortality in Lynch syndrome (LS) carriers. However, a high incidence of postcolonoscopy CRC (PCCRC) has been reported. Colonoscopy is highly dependent on endoscopist skill and is subject to quality variability. We aimed to evaluate the impact of key colonoscopy quality indicators on adenoma detection and prevention of PCCRC in LS. METHODS: We conducted a multicenter study focused on LS carriers without previous CRC undergoing colonoscopy surveillance (n = 893). Incident colorectal neoplasia during surveillance and quality indicators of all colonoscopies were analyzed. We performed an emulated target trial comparing the results from the first and second surveillance colonoscopies to assess the effect of colonoscopy quality indicators on adenoma detection and PCCRC incidence. Risk analyses were conducted using a multivariable logistic regression model. RESULTS: The 10-year cumulative incidence of adenoma and PCCRC was 60.6% (95% CI, 55.5%-65.2%) and 7.9% (95% CI, 5.2%-10.6%), respectively. Adequate bowel preparation (odds ratio [OR], 2.07; 95% CI, 1.06-4.3), complete colonoscopies (20% vs 0%; P = .01), and pan-chromoendoscopy use (OR, 2.14; 95% CI, 1.15-3.95) were associated with significant improvement in adenoma detection. PCCRC risk was significantly lower when colonoscopies were performed during a time interval of less than every 3 years (OR, 0.35; 95% CI, 0.14-0.97). We observed a consistent but not significant reduction in PCCRC risk for a previous complete examination (OR, 0.16; 95% CI, 0.03-1.28), adequate bowel preparation (OR, 0.64; 95% CI, 0.17-3.24), or previous use of high-definition colonoscopy (OR, 0.37; 95% CI, 0.02-2.33). CONCLUSIONS: Complete colonoscopies with adequate bowel preparation and chromoendoscopy use are associated with improved adenoma detection, while surveillance intervals of less than 3 years are associated with a reduction of PCCRC incidence. In LS, high-quality colonoscopy surveillance is of utmost importance for CRC prevention.


Subject(s)
Adenoma , Colorectal Neoplasms, Hereditary Nonpolyposis , Colorectal Neoplasms , Adenoma/complications , Adenoma/diagnosis , Adenoma/epidemiology , Colonoscopy , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/prevention & control , Colorectal Neoplasms, Hereditary Nonpolyposis/complications , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Early Detection of Cancer , Humans , Incidence , Risk Factors
10.
Gastroenterol Hepatol ; 45(1): 9-17, 2022 Jan.
Article in English, Spanish | MEDLINE | ID: mdl-33545240

ABSTRACT

INTRODUCTION: The pandemic caused by the SARS-CoV-2 virus has had a serious impact on the functioning of gastrointestinal endoscopy Units. The Asociación Española de Gastroenterología (AEG) and the Sociedad Española de Endoscopia Digestiva (SEED) have proposed the EPAGE guidelines for managing postponed colonoscopies. OBJECTIVE: To evaluate the EPAGE guidelines as a management tool compared to the immunologic faecal occult blood test (iFOBT) and compared to risk score (RS) that combines age, sex and the iFOBT for the detection of colorectal cancer (CRC) and significant bowel disease (SBD). METHODS: A prospective, single-centre study enrolling 743 symptomatic patients referred for a diagnostic colonoscopy. Each order was classified according to the EPAGE guidelines as appropriate, indeterminate or inappropriate. Patients underwent an iFOBT and had their RS calculated. RESULTS: The iFOBT (p<0.001), but not the EPAGE guidelines (p = 0.742), was an independent predictive factor of risk of CRC. The ROC AUCs for the EPAGE guidelines, the iFOBT and the RS were 0.61 (95% CI 0.49-0.75), 0.95 (0.93-0.97) and 0.90 (0.87-0.93) for CRC, and 0.55 (0.49-0.61), 0.75 (0.69-0.813) and 0.78 (0.73-0.83) for SBD, respectively. The numbers of colonoscopies needed to detect a case of CRC and a case of SBD were 38 and seven for the EPAGE guidelines, seven and two for the iFOBT, and 19 and four for a RS ≥5 points, respectively. CONCLUSION: The EPAGE guidelines, unlike the iFOBT, is not suitable for screening candidate patients for a diagnostic colonoscopy to detect CRC. The iFOBT, in combination with age and sex, is the most suitable strategy for managing demand for endoscopy in a restricted-access situation.


Subject(s)
COVID-19/epidemiology , Colonoscopy/standards , Colorectal Neoplasms/diagnosis , Occult Blood , Pandemics , Practice Guidelines as Topic , Adult , Age Factors , Aged , Analysis of Variance , COVID-19/prevention & control , Colonoscopy/statistics & numerical data , Endoscopy, Gastrointestinal/standards , Female , Gastroenterology/standards , Humans , Intestinal Diseases/diagnosis , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Risk Factors , Sex Factors , Societies, Medical
11.
BMC Med ; 19(1): 261, 2021 11 08.
Article in English | MEDLINE | ID: mdl-34743725

ABSTRACT

BACKGROUND: Different risk-based colorectal cancer (CRC) screening strategies, such as the use of polygenic risk scores (PRS), have been evaluated to improve effectiveness of these programs. However, few studies have previously assessed its usefulness in a fecal immunochemical test (FIT)-based screening study. METHODS: A PRS of 133 single nucleotide polymorphisms was assessed for 3619 participants: population controls, screening controls, low-risk lesions (LRL), intermediate-risk (IRL), high-risk (HRL), CRC screening program cases, and clinically diagnosed CRC cases. The PRS was compared between the subset of cases (n = 648; IRL+HRL+CRC) and controls (n = 956; controls+LRL) recruited within a FIT-based screening program. Positive predictive values (PPV), negative predictive values (NPV), and the area under the receiver operating characteristic curve (aROC) were estimated using cross-validation. RESULTS: The overall PRS range was 110-156. PRS values increased along the CRC tumorigenesis pathway (Mann-Kendall P value 0.007). Within the screening subset, the PRS ranged 110-151 and was associated with higher risk-lesions and CRC risk (ORD10vsD1 1.92, 95% CI 1.22-3.03). The cross-validated aROC of the PRS for cases and controls was 0.56 (95% CI 0.53-0.59). Discrimination was equal when restricted to positive FIT (aROC 0.56), but lower among negative FIT (aROC 0.55). The overall PPV among positive FIT was 0.48. PPV were dependent on the number of risk alleles for positive FIT (PPVp10-p90 0.48-0.57). CONCLUSIONS: PRS plays an important role along the CRC tumorigenesis pathway; however, in practice, its utility to stratify the general population or as a second test after a FIT positive result is still doubtful. Currently, PRS is not able to safely stratify the general population since the improvement on PPV values is scarce.


Subject(s)
Colorectal Neoplasms , Early Detection of Cancer , Colonoscopy , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Colorectal Neoplasms/genetics , Humans , Occult Blood , Risk Factors
12.
Cell Rep ; 37(2): 109807, 2021 10 12.
Article in English | MEDLINE | ID: mdl-34644572

ABSTRACT

Genome-wide association studies (GWASs) identified hundreds of signals associated with type 2 diabetes (T2D). To gain insight into their underlying molecular mechanisms, we have created the translational human pancreatic islet genotype tissue-expression resource (TIGER), aggregating >500 human islet genomic datasets from five cohorts in the Horizon 2020 consortium T2DSystems. We impute genotypes using four reference panels and meta-analyze cohorts to improve the coverage of expression quantitative trait loci (eQTL) and develop a method to combine allele-specific expression across samples (cASE). We identify >1 million islet eQTLs, 53 of which colocalize with T2D signals. Among them, a low-frequency allele that reduces T2D risk by half increases CCND2 expression. We identify eight cASE colocalizations, among which we found a T2D-associated SLC30A8 variant. We make all data available through the TIGER portal (http://tiger.bsc.es), which represents a comprehensive human islet genomic data resource to elucidate how genetic variation affects islet function and translates into therapeutic insight and precision medicine for T2D.


Subject(s)
Diabetes Mellitus, Type 2/genetics , Genetic Variation , Genomics , Islets of Langerhans/metabolism , Cyclin D2/genetics , Cyclin D2/metabolism , Databases, Genetic , Diabetes Mellitus, Type 2/metabolism , Epigenome , Europe , Gene Frequency , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Phenotype , Quantitative Trait Loci , Transcriptome , Zinc Transporter 8/genetics , Zinc Transporter 8/metabolism
13.
Br J Clin Pharmacol ; 87(2): 494-505, 2021 02.
Article in English | MEDLINE | ID: mdl-32495380

ABSTRACT

AIMS: Therapeutic drug monitoring of infliximab can guide clinical decisions in patients with loss of response and in those who can benefit from a de-intensification. The aim of this study was to determine the impact of therapeutic drug monitoring combined with Bayesian forecasting methodology on clinical response in a real-world dataset of patients suffering from inflammatory bowel disease. METHODS: We performed a single-centre prospective study with one-group pre-test/post-test design in 108 adult inflammatory bowel disease patients treated with model-based dosing of infliximab maintenance treatment. We recorded clinical activity scores (Harvey-Bradshaw index and partial Mayo) and inflammatory biomarkers per patient. RESULTS: The initial infliximab regimen was maintained in 49 (45.4%) patients and was adjusted in 59 (54.6%) patients (34 treatment intensifications, 9 de-intensifications and 16 treatment discontinuations or therapy replacements). The median time from intervention to index measurement was 126 (103-160) days. The overall proportion of patients in clinical remission increased from 65.7% to 80.4% (P < .0001) and the median infliximab trough concentrations increased from 3.21 (0.99-5.45) to 5.13 mg/L (3.57-6.53) (P < .0001). In the intensified group, the remission rate increased from 35.3% to 61.8% (P = .001) and the percentage of patients in clinical remission or with mild symptoms increased from 76.5% to 94.1%. In the de-intensification cohort, no patients experienced an increase in the Harvey-Bradshaw index or partial Mayo scores, and all patients maintained an infliximab trough concentration of >5 mg/L. CONCLUSION: In our cohort of inflammatory bowel disease patients, Bayes-based optimized dosing improved the short-term efficacy of infliximab treatment.


Subject(s)
Gastrointestinal Agents , Inflammatory Bowel Diseases , Adult , Bayes Theorem , Drug Monitoring , Humans , Inflammatory Bowel Diseases/drug therapy , Infliximab , Prospective Studies
14.
J Gastroenterol ; 56(1): 42-53, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33159805

ABSTRACT

BACKGROUND: False-positivity rates in faecal immunochemical test (FIT) can be affected by drug exposure. We aimed to assess the association between proton pump inhibitors (PPI) consumption and false positive (FP) results in a colorectal cancer (CRC) screening programme using electronic prescription records. METHODS: A retrospective cohort study within a population-based screening program for CRC from 2010 to 2016 was performed. Participants with a conclusive FIT result and with prescription electronic data were included. An FP result was defined as having a positive FIT (≥ 20 µg haemoglobin/g faeces) and a follow-up colonoscopy without intermediate or high-risk lesions or CRC. Screening data were anonymously linked to the public data analysis program for health research and innovation (PADRIS) database that recorded patient diseases history and reimbursed medication. PPI exposure was defined as having retrieved at least one dispensation of PPI three months prior to the FIT. RESULTS: A total of 89,199 tests (of 46,783 participants) were analysed, 4824 (5.4%) tested positive and the proportion of FP was 53.5%. Overall, 17,544 participants (19.7%) were PPI users prior to FIT performance. PPI exposure increased the probability of obtaining an FP FIT result from 50.4 to 63.3% (adjusted OR 1.39; 95% CI 1.18-1.65). Nonsteroidal anti-inflammatory drugs, acetylsalicylic acid, antibiotics, and laxatives were also associated with an FP result. The effect of PPI was independent and showed a synergistic interaction with nonsteroidal anti-inflammatory drugs. CONCLUSION: PPIs increase FIT positivity at the expense of FP results. The recommendation to avoid their use before FIT performance could reduce up to 3% of colonoscopies and 9% of FP results.


Subject(s)
Adenoma/diagnosis , Carcinoma/diagnosis , Colorectal Neoplasms/diagnosis , Early Detection of Cancer/methods , Occult Blood , Proton Pump Inhibitors , Aged , Colonoscopy , False Positive Reactions , Female , Follow-Up Studies , Humans , Logistic Models , Male , Middle Aged , Odds Ratio , Retrospective Studies , Unnecessary Procedures
15.
Am J Hum Genet ; 106(6): 846-858, 2020 06 04.
Article in English | MEDLINE | ID: mdl-32470372

ABSTRACT

The burden of several common diseases including obesity, diabetes, hypertension, asthma, and depression is increasing in most world populations. However, the mechanisms underlying the numerous epidemiological and genetic correlations among these disorders remain largely unknown. We investigated whether common polymorphic inversions underlie the shared genetic influence of these disorders. We performed an inversion association analysis including 21 inversions and 25 obesity-related traits on a total of 408,898 Europeans and validated the results in 67,299 independent individuals. Seven inversions were associated with multiple diseases while inversions at 8p23.1, 16p11.2, and 11q13.2 were strongly associated with the co-occurrence of obesity with other common diseases. Transcriptome analysis across numerous tissues revealed strong candidate genes for obesity-related traits. Analyses in human pancreatic islets indicated the potential mechanism of inversions in the susceptibility of diabetes by disrupting the cis-regulatory effect of SNPs from their target genes. Our data underscore the role of inversions as major genetic contributors to the joint susceptibility to common complex diseases.


Subject(s)
Chromosome Inversion/genetics , Diabetes Mellitus/genetics , Genetic Predisposition to Disease , Hypertension/genetics , Obesity/complications , Obesity/genetics , Polymorphism, Genetic , Adolescent , Adult , Aged , Aged, 80 and over , Alleles , Chromosomes, Human, Pair 16/genetics , Chromosomes, Human, Pair 8/genetics , Datasets as Topic/standards , Diabetes Mellitus/pathology , Europe/ethnology , Female , Gene Expression Profiling , Haplotypes , Humans , Hypertension/complications , Islets of Langerhans/metabolism , Islets of Langerhans/pathology , Male , Middle Aged , Polymorphism, Single Nucleotide/genetics , Reproducibility of Results , Young Adult
16.
World J Gastroenterol ; 26(1): 70-85, 2020 Jan 07.
Article in English | MEDLINE | ID: mdl-31933515

ABSTRACT

BACKGROUND: Faecal immunochemical test (FIT) has been recommended to assess symptomatic patients for colorectal cancer (CRC) detection. Nevertheless, some conditions could theoretically favour blood originating in proximal areas of the gastrointestinal tract passing through the colon unmetabolized. A positive FIT result could be related to other gastrointestinal cancers (GIC). AIM: To assess the risk of GIC detection and related death in FIT-positive symptomatic patients (threshold 10 µg Hb/g faeces) without CRC. METHODS: Post hoc cohort analysis performed within two prospective diagnostic test studies evaluating the diagnostic accuracy of different FIT analytical systems for CRC and significant colonic lesion detection. Ambulatory patients with gastrointestinal symptoms referred consecutively for colonoscopy from primary and secondary healthcare, underwent a quantitative FIT before undergoing a complete colonoscopy. Patients without CRC were divided into two groups (positive and negative FIT) using the threshold of 10 µg Hb/g of faeces and data from follow-up were retrieved from electronic medical records of the public hospitals involved in the research. We determined the cumulative risk of GIC, CRC and upper GIC. Hazard rate (HR) was calculated adjusted by age, sex and presence of significant colonic lesion. RESULTS: We included 2709 patients without CRC and a complete baseline colonoscopy, 730 (26.9%) with FIT ≥ 10 µgr Hb/gr. During a mean time of 45.5 ± 20.0 mo, a GIC was detected in 57 (2.1%) patients: An upper GIC in 35 (1.3%) and a CRC in 14 (0.5%). Thirty-six patients (1.3%) died due to GIC: 22 (0.8%) due to an upper GIC and 9 (0.3%) due to CRC. FIT-positive subjects showed a higher CRC risk (HR 3.8, 95%CI: 1.2-11.9) with no differences in GIC (HR 1.5, 95%CI: 0.8-2.7) or upper GIC risk (HR 1.0, 95%CI: 0.5-2.2). Patients with a positive FIT had only an increased risk of CRC-related death (HR 10.8, 95%CI: 2.1-57.1) and GIC-related death (HR 2.2, 95%CI: 1.1-4.3), with no differences in upper GIC-related death (HR 1.4, 95%CI: 0.6-3.3). An upper GIC was detected in 22 (0.8%) patients during the first year. Two variables were independently associated: anaemia (OR 5.6, 95%CI: 2.2-13.9) and age ≥ 70 years (OR 2.7, 95%CI: 1.1-7.0). CONCLUSION: Symptomatic patients without CRC have a moderate risk increase in upper GIC, regardless of the FIT result. Patients with a positive FIT have an increased risk of post-colonoscopy CRC.


Subject(s)
Colonoscopy/statistics & numerical data , Early Detection of Cancer/statistics & numerical data , Gastrointestinal Neoplasms/diagnosis , Occult Blood , Aged , Colon/pathology , Diagnosis, Differential , Early Detection of Cancer/methods , Female , Gastrointestinal Neoplasms/mortality , Humans , Male , Middle Aged , Postoperative Period , Predictive Value of Tests , Proportional Hazards Models , Prospective Studies , Risk Factors , Sensitivity and Specificity
17.
Clin Chem Lab Med ; 58(2): 232-239, 2020 01 28.
Article in English | MEDLINE | ID: mdl-31785194

ABSTRACT

Background Blood loss from the gastrointestinal (GI) tract is the most common cause of iron deficiency anaemia (IDA) in adult men and postmenopausal women. Gastroduodenal endoscopy (GDE) and colonoscopy are frequently recommended, despite uncertainty regarding the coexistence of lesions in the upper and lower GI tract. The faecal immunochemical test (FIT) measures the concentration of faecal haemoglobin (f-Hb) originating only from the colon or rectum. We aimed to assess whether the FIT was able to select the best endoscopic procedure for detecting the cause of IDA. Methods A prospective study of 120 men and postmenopausal women referred for a diagnostic study of IDA were evaluated with an FIT, GDE and colonoscopy. The endoscopic finding of a significant upper lesion (SUL) or a significant bowel lesion (SBL) was considered to be the cause of the IDA. Results The diagnoses were 35.0% SUL and 20.0% SBL, including 13.3% GI cancer. In the multivariate analysis, the concentration of blood haemoglobin (b-Hb) <9 g/dL (OR: 2.60; 95% CI 1.13-6.00; p = 0.025) and non-steroidal anti-inflammatory drugs NSAIDs (2.56; 1.13-5.88; p = 0.024) were associated with an SUL. Age (0.93; 0.88-0.99; p = 0.042) and f-Hb ≥ 15 µg Hb/g faeces (38.53; 8.60-172.50; p < 0.001) were associated with an SBL. A "FIT plus gastroscopy" strategy, in which colonoscopy is performed only when f-Hb ≥15 µg Hb/g faeces, would be able to detect 92.4% of lesions and be 100% accurate in the detection of cancer while avoiding 71.6% of colonoscopies. Conclusions The FIT is an accurate method for selecting the best endoscopy study for the evaluation of IDA. An FIT-based strategy is more cost-effective than the current bidirectional endoscopy-based strategy and could improve endoscopic resource allocation.


Subject(s)
Anemia, Iron-Deficiency/diagnosis , Feces/chemistry , Hemoglobins/analysis , Anti-Inflammatory Agents, Non-Steroidal/therapeutic use , Colonoscopy , Endoscopy, Gastrointestinal , Female , Follow-Up Studies , Gastrointestinal Neoplasms/pathology , Humans , Male , Middle Aged , Prospective Studies , Risk Factors
18.
Ther Drug Monit ; 42(1): 102-110, 2020 02.
Article in English | MEDLINE | ID: mdl-31283556

ABSTRACT

BACKGROUND AND AIMS: Treating patients based on a treat-to-trough approach has been shown to be a cost-effective strategy for inflammatory bowel disease (IBD) patients who have become unresponsive to infliximab (IFX). However, the documented evidence for this is limited, and some controversy remains regarding the use of routine proactive therapeutic drug monitoring (TDM). To support routine TDM of IFX and regimen optimization in IBD patients, more in-depth knowledge of the covariates that affect the pharmacokinetic (PK) variability of IFX is needed. The aim of this study was to identify the characteristics of the patient, disease, and treatments that influence IFX PK and exposure in our cohort of IBD patients using a repeated-measures design. METHODS: We performed a prospective observational study of adult IBD patients who received IFX between July 2013 and March 2017. We obtained repeated IFX trough concentration (Cmin) measurements and implemented a previously described population pharmacokinetic model to estimate individual clearance (CL). From the individual primary parameters, the area under the curve (AUC), half-life (t1/2), and central elimination rate constant (K10) were estimated. We performed a repeated-measures analysis to evaluate whether patient characteristics, disease status, concomitant immunosuppressive therapy, and immunogenicity are associated with IFX Cmin and PK parameters. RESULTS: We collected 429 Cmin measurements from 112 patients. The median of the Cmin values was 3.62 mg/L (1.47-6.02). Antibodies to IFX (ATI) were detected in 14 patients. The predicted median AUC was 28,421 mg/h/L (22,336-36,903). The median individual predicted CL, K10, and t1/2 values were 4.77 mL/kg/day (3.88-5.90), 0.09 days (0.08-0.12), and 12.22 days (9.49-14.87), respectively. IFX Cmin, AUC, CL, and K10 were significantly influenced by ATI and serum albumin concentrations. Moreover, body weight was significantly associated with AUC, CL, and K10. Patients receiving concurrent immunosuppressive therapy had higher Cmin and AUC values and lower CL and K10 values than those treated with IFX monotherapy. We also observed high intrapatient variability in Cmin values during the study period. CONCLUSIONS: In this repeated-measures study in a population of IBD patients, we observed significant associations between ATI, serum albumin concentration, concomitant immunosuppressive therapy, body weight and gender, and IFX Cmin, and CL. The high PK variability observed in this study supports the need for proactive TDM to optimize the use of IFX as early as possible in IBD patients.


Subject(s)
Drug Monitoring/methods , Gastrointestinal Agents/pharmacokinetics , Gastrointestinal Agents/therapeutic use , Inflammatory Bowel Diseases/drug therapy , Infliximab/pharmacokinetics , Infliximab/therapeutic use , Adult , Area Under Curve , Drug Therapy, Combination , Female , Gastrointestinal Agents/administration & dosage , Gastrointestinal Agents/immunology , Half-Life , Humans , Immunosuppressive Agents/therapeutic use , Infliximab/administration & dosage , Infliximab/immunology , Male , Middle Aged , Models, Biological , Prospective Studies , Serum Albumin
19.
Sci Rep ; 9(1): 13560, 2019 09 19.
Article in English | MEDLINE | ID: mdl-31537841

ABSTRACT

There is extensive debate regarding the protective effect of 3-hydroxy-3-methylglutaryl-coenzyme A reductase inhibitors (statins) on colorectal cancer (CRC). We aimed to assess the association between CRC risk and exposure to statins using a large cohort with prescription data. We carried out a case-control study in Catalonia using the System for Development of Primary Care Research (SIDIAP) database that recorded patient diseases history and linked data on reimbursed medication. The study included 25 811 cases with an incident diagnosis of CRC between 2010 and 2015 and 129 117 frequency-matched controls. Subjects were classified as exposed to statins if they had ever been dispensed statins. Analysis considering mean daily defined dose, cumulative duration and type of statin were performed. Overall, 66 372 subjects (43%) were exposed to statins. There was no significant decrease of CRC risk associated to any statin exposure (OR = 0.98; 95% CI: 0.95-1.01). Only in the stratified analysis by location a reduction of risk for rectal cancer was observed associated to statin exposure (OR = 0.87; 95% CI: 0.81-0.92). This study does not support an overall protective effect of statins in CRC, but a protective association with rectal cancer merits further research.


Subject(s)
Colorectal Neoplasms/epidemiology , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Administrative Claims, Healthcare , Adult , Aged , Aged, 80 and over , Case-Control Studies , Electronic Health Records , Female , Humans , Male , Middle Aged , Spain/epidemiology , Young Adult
20.
Inflamm Bowel Dis ; 25(11): 1862-1870, 2019 10 18.
Article in English | MEDLINE | ID: mdl-31006801

ABSTRACT

BACKGROUND: Anti-tumor necrosis factor agents (anti-TNFs) are efficacious at preventing the postoperative recurrence (POR) of Crohn disease, as demonstrated in 2 randomized controlled trials. However, real-life data for infliximab or adalimumab in this setting are scarce. Our aim was to assess both the efficiency of anti-TNFs at preventing early POR of Crohn disease in clinical practice and the associated risk factors for POR. METHODS: Patients in whom anti-TNFs were prescribed for the prevention of POR within 3 months after ileocolonic resection and who had an endoscopic assessment within 18 months were identified from the ENEIDA registry. Clinical and endoscopic features were collected within 18 months after surgery. RESULTS: In total, 152 patients were included (55 treated with infliximab, 97 with adalimumab, and 39% with concomitant immunosuppressants). Anti-TNF treatment was started after a median time of 29 days (IQR 13-44) after surgery. Eighty-two percent of patients had at least one risk factor for POR, and 82% had been exposed to anti-TNFs before the index surgery. Overall, 34% had endoscopic POR (as defined using a Rutgeerts endoscopic score > i1); 14% had advanced endoscopic POR (>i2); and 20% had clinical POR, with no differences between infliximab and adalimumab. In the multivariate analysis, only perianal disease (odds ratio 2.73, 95% confidence interval [CI] 1.26-5.91) and rectal involvement (odds ratio 2.79, 95% CI 1.09-7.14) were independent predictors of endoscopic POR. CONCLUSIONS: In clinical practice, anti-TNFs for the prevention of POR of Crohn disease are frequently used in patients experienced with anti-TNFs and with concomitant immunosuppressants. The efficacy of infliximab and adalimumab for POR prevention is similar and in accordance with the results obtained in randomized controlled trials.


Subject(s)
Adalimumab/therapeutic use , Crohn Disease/drug therapy , Crohn Disease/prevention & control , Infliximab/therapeutic use , Adult , Colonoscopy , Crohn Disease/surgery , Female , Humans , Immunosuppressive Agents/therapeutic use , Intestinal Mucosa/pathology , Logistic Models , Male , Middle Aged , Multivariate Analysis , Recurrence , Registries , Retrospective Studies , Secondary Prevention , Spain , Tumor Necrosis Factor-alpha/antagonists & inhibitors
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