RESUMO
BACKGROUND: Fecal Immunochemical Test (FIT) is widely used in population-based screening for colorectal cancer (CRC). This had led to major challenges regarding colonoscopy capacity. Methods to maintain high sensitivity without compromising the colonoscopy capacity are needed. This study investigates an algorithm that combines FIT result, blood-based biomarkers associated with CRC, and individual demographics, to triage subjects sent for colonoscopy among a FIT positive (FIT+) screening population and thereby reduce the colonoscopy burden. MATERIALS AND METHODS: From the Danish National Colorectal Cancer Screening Program, 4048 FIT+ (≥100 ng/mL Hemoglobin) subjects were included and analyzed for a panel of 9 cancer-associated biomarkers using the ARCHITECT i2000. Two algorithms were developed: 1) a predefined algorithm based on clinically available biomarkers: FIT, age, CEA, hsCRP and Ferritin; and 2) an exploratory algorithm adding additional biomarkers: TIMP-1, Pepsinogen-2, HE4, CyFra21-1, Galectin-3, B2M and sex to the predefined algorithm. The diagnostic performances for discriminating subjects with or without CRC in the 2 models were benchmarked against the FIT alone using logistic regression modeling. RESULTS: The discrimination of CRC showed an area under the curve (AUC) of 73.7 (70.5-76.9) for the predefined model, 75.3 (72.1-78.4) for the exploratory model, and 68.9 (65.5-72.2) for FIT alone. Both models performed significantly better (P < .001) than the FIT model. The models were benchmarked vs. FIT at cutoffs of 100, 200, 300, 400, and 500 ng/mL Hemoglobin using corresponding numbers of true positives and false positives. All performance metrics were improved at all cutoffs. CONCLUSION: A screening algorithm including a combination of FIT result, blood-based biomarkers and demographics outperforms FIT in discriminating subjects with or without CRC in a screening population with FIT results above 100 ng/mL Hemoglobin.
Assuntos
Neoplasias Colorretais , Detecção Precoce de Câncer , Humanos , Detecção Precoce de Câncer/métodos , Neoplasias Colorretais/diagnóstico , Hemoglobinas/análise , Sangue Oculto , Biomarcadores Tumorais , Colonoscopia , Fezes/química , Demografia , Testes Hematológicos , Programas de Rastreamento/métodosRESUMO
BACKGROUND: Blood-based biomarkers used for colorectal cancer screening need to be developed and validated in appropriate screening populations. We aimed to develop a cancer-associated protein biomarker test for the detection of colorectal cancer in a screening population. METHODS: Participants from the Danish Colorectal Cancer Screening Program were recruited. Blood samples were collected prior to colonoscopy. The cohort was divided into training and validation sets. We present the results of model development using the training set. Age, sex, and the serological proteins CEA, hsCRP, TIMP-1, Pepsinogen-2, HE4, CyFra21-1, Galectin-3, ferritin and B2M were used to develop a signature test to discriminate between participants with colorectal cancer versus all other findings at colonoscopy. RESULTS: The training set included 4048 FIT-positive participants of whom 242 had a colorectal cancer. The final model for discriminating colorectal cancer versus all other findings at colonoscopy had an AUC of 0.70 (95% CI: 0.66-0.74) and included age, sex, CEA, hsCRP, HE4 and ferritin. CONCLUSION: The performance of the biomarker signature in this FIT-positive screening population did not reflect the positive performance of biomarker signatures seen in symptomatic populations. Additional biomarkers are needed if the serological biomarkers are to be used as a frontline screening test.
Assuntos
Proteína C-Reativa , Neoplasias Colorretais , Antígenos de Neoplasias , Biomarcadores Tumorais , Colonoscopia , Neoplasias Colorretais/epidemiologia , Detecção Precoce de Câncer/métodos , Fezes , Ferritinas , Humanos , Queratina-19 , Programas de Rastreamento , Sangue OcultoRESUMO
INTRODUCTION: Most of the subjects undergoing diagnostic colonoscopy do not have neoplastic bowel lesions. Potentially, some of the symptoms may therefore be caused by extracolonic malignancy, and subjects with persisting symptoms may need subsequent examinations. Blood-based, cancer-associated biomarkers may aid in directing the examinations for other specific malignant diseases. METHODS: EDTA plasma samples available from a previous prospective study of subjects undergoing diagnostic colonoscopy were used for analysis of 18 protein biomarkers. The study population of 3732 subjects included 400 patients with colorectal cancer (CRC) and 177 patients with extracolonic malignancies. Univariable analysis of the association of specific biomarkers and extracolonic cancers included those with 10 or more cases. Subsequently, reduced models of 4 or 6 biomarkers, respectively, were established by choosing those with the highest likelihood; age and sex were included as well. RESULTS: Univariable analyses showed that CyFra21-1 had an area under curve (AUC) of 0.87 for lung cancers (n = 33), CA19-9 had an AUC of 0.85 for pancreatic cancer (n = 22), CA125 had an AUC of 0.95 for ovary cancer (n = 16), B2M had an AUC of 0.81 for non-Hodgkin lymphoma (n = 12), and total prostate-specific antigen had an AUC of 0.99 for prostate cancer (n = 10). The multivariable analysis of 4 or 6 biomarkers plus age and sex as explanatory variables showed AUCs of 0.82 to 0.85 both for extracolonic cancers and CRC. The 4 biomarkers included in the model for detection of extracolonic cancers were CA125, hsCRP, CA19-9, and CyFra21-1; the 2 additional for the 6 biomarkers model were CEA and Galectin-3. Similarly, the 4 biomarkers included in the model for detection of CRC were CEA, CyFra21-1, Ferritin, and HE4; the two additional for the 6 biomarkers model were hsCRP and Pepsinogen 2. CONCLUSIONS: Results of this study indicate that it may be possible to detect subjects that have an increased risk of extracolonic cancer following a colonoscopy without findings of neoplastic lesions. Combinations of various protein biomarkers may direct subsequent examination after colonoscopy with clean colorectum. The results, although preliminary, may form the basis for additional research directed both for primary examinations of subjects with symptoms of malignancy and subsequent examinations after colonoscopy.
RESUMO
Patient-derived in vitro cultures of colorectal cancer (CRC) may help guide treatment strategies prior to patient treatment. However, most previous studies have been performed on a single biopsy per tumor. The purpose of this study was to analyze multiple spatially distinct biopsies from CRCs and see how well intratumor heterogeneity (ITH) was recapitulated in matching patient-derived spheroids. Three to five biopsies were collected from six CRC tumors. Each biopsy was split in two; one half was used for spheroid culturing, while the other half was used for DNA and RNA purification. For two patients, lymph node metastases were analyzed. Somatic mutations were called from whole exome sequencing data. Each tumor contained mutations shared across all biopsies and spheroids, including major CRC drivers such as APC, KRAS, and TP53. At the same time, all tumors exhibited ITH on both mutation and copy number level. The concordance between biopsies and spheroids ranged between 40 and 70% for coding mutations. For three patients, the biopsy and spheroid from matching areas clustered together, meaning that the spheroid resembled the area of origin more than the other areas. However, all biopsies and spheroids contained private mutations. Therefore, multiple cultures from spatially distinct sites of the tumor increase the insight into the genetic profile of the entire tumor. Molecular subtypes were called from RNA sequencing data. When based on transcripts from both cancer and noncancerous cells, the subtypes were largely independent of sampling site. In contrast, subtyping based on cancer cell transcripts alone was dependent on sample site and genetic ITH. In conclusion, all examined CRC tumors showed genetic ITH. Spheroid cultures partly reflected this ITH, and having multiple cultures from distinct tumor sites improved the representation of the genetic tumor subclones. This should be taken into account when establishing patient-derived models for drug screening.
Assuntos
Neoplasias Colorretais/genética , Heterogeneidade Genética , Esferoides Celulares/patologia , Idoso , Idoso de 80 Anos ou mais , Biópsia , Neoplasias Colorretais/patologia , Feminino , Humanos , Linfonodos/patologia , Metástase Linfática/patologia , Masculino , Pessoa de Meia-Idade , Mutação , Filogenia , Análise de Sequência de RNA , Esferoides Celulares/citologia , Células Tumorais Cultivadas , Sequenciamento do ExomaRESUMO
OBJECTIVE: To investigate the risk of incisional hernia repair (IHR) and paracolostomy hernia repair (PHR) following open and laparoscopic rectal cancer resection with curative intent. BACKGROUND: Laparoscopic rectal cancer resection has been implemented to varying degrees around the world. IHR and PHR following open and laparoscopic rectal cancer resection have only been sparingly evaluated. METHODS: Patients who underwent rectal cancer resection were identified in the Danish Colorectal Cancer Group's database. To identify IHR and PHR following rectal cancer resection, we linked data to the Danish Ventral Hernia Database. The absolute risk of IHR and PHR was estimated as cumulative incidence proportions, treating death as competing risk. We used Cox proportional hazard regression analysis with multivariable adjustment to compute hazard ratios (HRs) comparing open and laparoscopic approach. RESULTS: The 5-year risk of IHR was 4.1% among patients undergoing open resection (n = 3090) and 3.2% among those undergoing laparoscopic resection (n = 3099), corresponding to a risk difference of 0.9% (95% CI 0.0-2.0, P = 0.057). Laparoscopic rectal resection was not associated with lower risk of IHR (adjusted HR 0.94, 95% CI 0.67-1.31, P = 0.709). A total of 2577 patients had a colostomy at rectal cancer resection and the 5-year risk of PHR was 2.1% after open surgery compared with 6.7% after laparoscopic surgery, corresponding to a risk difference of -4.6% (95% CI -6.4 to -2.7, P < 0.001). Laparoscopic surgery was associated with increased risk of PHR (adjusted HR 2.56, 95% CI 1.53-4.29, P < 0.001). CONCLUSION: We observed no association between surgical approach of rectal cancer resection and subsequent IHR. Laparoscopic surgery was associated with increased risk of PHR.
Assuntos
Colostomia/efeitos adversos , Herniorrafia/estatística & dados numéricos , Hérnia Incisional/epidemiologia , Laparoscopia/efeitos adversos , Neoplasias Retais/cirurgia , Idoso , Estudos de Coortes , Bases de Dados Factuais , Dinamarca , Feminino , Humanos , Incidência , Hérnia Incisional/cirurgia , Laparoscopia/métodos , Masculino , Pessoa de Meia-Idade , Protectomia/efeitos adversos , Modelos de Riscos Proporcionais , Reto/patologia , Reto/cirurgia , Medição de Risco/métodosRESUMO
Serological biomarkers may be an option for early detection of colorectal cancer (CRC). The present study assessed eight cancer-associated protein biomarkers in plasma from subjects undergoing first time ever colonoscopy due to symptoms attributable to colorectal neoplasia. Plasma AFP, CA19-9, CEA, hs-CRP, CyFra21-1, Ferritin, Galectin-3 and TIMP-1 were determined in EDTA-plasma using the Abbott ARCHITECT® automated immunoassay platform. Primary endpoints were detection of (i) CRC and high-risk adenoma and (ii) CRC. Logistic regression was performed. Final reduced models were constructed selecting the four biomarkers with the highest likelihood scores. Subjects (N = 4,698) were consecutively included during 2010-2012. Colonoscopy detected 512 CRC patients, 319 colonic cancer and 193 rectal cancer. Extra colonic malignancies were detected in 177 patients, 689 had adenomas of which 399 were high-risk, 1,342 had nonneoplastic bowell disease and 1,978 subjects had 'clean' colorectum. Univariable analysis demonstrated that all biomarkers were statistically significant. Multivariate logistic regression demonstrated that the blood-based biomarkers in combination significantly predicted the endpoints. The reduced model resulted in the selection of CEA, hs-CRP, CyFra21-1 and Ferritin for the two endpoints; AUCs were 0.76 and 0.84, respectively. The postive predictive value at 90% sensitivity was 25% for endpoint 1 and the negative predictive value was 93%. For endpoint 2, the postive predictive value was 18% and the negative predictive value was 97%. Combinations of serological protein biomarkers provided a significant identification of subjects with high risk of the presence of colorectal neoplasia. The present set of biomarkers could become important adjunct in early detection of CRC.
Assuntos
Adenocarcinoma/sangue , Adenoma/sangue , Neoplasias Colorretais/sangue , Detecção Precoce de Câncer , Proteínas de Neoplasias/sangue , Adenocarcinoma/diagnóstico , Adenocarcinoma/diagnóstico por imagem , Adenoma/diagnóstico , Adenoma/diagnóstico por imagem , Área Sob a Curva , Biomarcadores Tumorais/sangue , Doenças do Colo/sangue , Colonoscopia , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/diagnóstico por imagem , Feminino , Humanos , Masculino , Modelos Biológicos , Neoplasias/sangue , Valor Preditivo dos Testes , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: Programs for population screening of colorectal cancer (CRC) have been implemented in several countries with fecal immunochemical testing (FIT) as the preferred platform. However, the major obstacle for a feces-based testing method is the limited compliance that reduces the clinical sensitivity for detection of participants with non-symptomatic CRC. Therefore, research approaches have been initiated to develop screening concepts based on biomarkers in blood. Preliminary results show that protein, genetic, epigenetic, and metabolomic components may be valuable in blood-based screening concepts, particularly when combinations of the various components appear to lead to significant improvements. OBJECTIVES: The protocol described in this paper focuses on the validation of concepts based on biomarkers in blood in a major population screened by FIT. METHODS: In Part 1, participants will be identified and included through the Danish CRC Screening Program comprising initial FIT and subsequent colonoscopy to those with a positive result. Blood samples will be collected from 8000 FIT-positive participants, who are offered subsequent colonoscopy. Findings and interventions at colonoscopy together with personal data including co-morbidity will be recorded. Blood samples and data will also be collected from 6000 arbitrarily chosen participants with negative FIT. In Part 2, blood samples and data will be collected from 30,000 FIT-negative participants three times within 4 years. The blood samples will be analyzed using various in-house and commercially available manual and automated analysis platforms. RESULTS: We anticipate Part 1 to terminate late August 2016 and Part 2 to terminate late September 2022. The results from Parts 1 and 2 will be presented within 12 to 18 months from termination. CONCLUSIONS: The purpose of this study is to improve the efficacy of identifying participants with neoplastic bowel lesions, to identify false negative participants, to identify participants at risk of interval neoplastic lesions, to improve the compliance in screening sessions, and to establish guidelines for out-patient follow-up of at-risk participants based on combinations of blood-based biomarkers.
RESUMO
It is well established that lncRNAs are aberrantly expressed in cancer where they have been shown to act as oncogenes or tumor suppressors. RNA profiling of 314 colorectal adenomas/adenocarcinomas and 292 adjacent normal colon mucosa samples using RNA-sequencing demonstrated that the snoRNA host gene 16 (SNHG16) is significantly up-regulated in adenomas and all stages of CRC. SNHG16 expression was positively correlated to the expression of Wnt-regulated transcription factors, including ASCL2, ETS2, and c-Myc. In vitro abrogation of Wnt signaling in CRC cells reduced the expression of SNHG16 indicating that SNHG16 is regulated by the Wnt pathway. Silencing of SNHG16 resulted in reduced viability, increased apoptotic cell death and impaired cell migration. The SNHG16 silencing particularly affected expression of genes involved in lipid metabolism. A connection between SNHG16 and genes involved in lipid metabolism was also observed in clinical tumors. Argonaute CrossLinking and ImmunoPrecipitation (AGO-CLIP) demonstrated that SNHG16 heavily binds AGO and has 27 AGO/miRNA target sites along its length, indicating that SNHG16 may act as a competing endogenous RNA (ceRNA) "sponging" miRNAs off their cognate targets. Most interestingly, half of the miRNA families with high confidence targets on SNHG16 also target the 3'UTR of Stearoyl-CoA Desaturase (SCD). SCD is involved in lipid metabolism and is down-regulated upon SNHG16 silencing. In conclusion, up-regulation of SNHG16 is a frequent event in CRC, likely caused by deregulated Wnt signaling. In vitro analyses demonstrate that SNHG16 may play an oncogenic role in CRC and that it affects genes involved in lipid metabolism, possible through ceRNA related mechanisms.
Assuntos
Neoplasias Colorretais/genética , Regulação Neoplásica da Expressão Gênica , Metabolismo dos Lipídeos/genética , RNA Longo não Codificante/metabolismo , Via de Sinalização Wnt/genética , Apoptose/genética , Movimento Celular/genética , Proliferação de Células/genética , Sobrevivência Celular/genética , Neoplasias Colorretais/patologia , Citoplasma/metabolismo , Técnicas de Silenciamento de Genes , Células HCT116 , Humanos , Motivos de Nucleotídeos/genética , Polirribossomos/metabolismo , Regiões Promotoras Genéticas/genética , Proteínas Proto-Oncogênicas c-myc/metabolismo , RNA Longo não Codificante/genética , RNA Nucleolar Pequeno/metabolismo , Fatores de Transcrição/metabolismo , Regulação para Cima/genéticaRESUMO
PURPOSE: Information is limited on the early postoperative rehabilitation following hysterectomy. Our purpose was to evaluate the different perioperative modalities of fatigue, pain, quality of life, and physical performance and their time-related. METHODS: A prospective, follow-up study of a cohort of women undergoing abdominal and vaginal hysterectomy at the Gynecology Department at Herning Hospital, Denmark. Data from 108 women with elective hysterectomy were compared pre- and postoperatively. The fatigue level was scored on a visual analogue scale and SF-36. Objective measurements were performed by dynamometer of hand grip, knee extension strength, and postural stability; further, by ergometer cycle work capacity and by impedance lean body mass. Quality of life was assessed using the SF-36 questionnaire. Patients were examined preoperatively and twice postoperatively. RESULTS: Women lost lean body mass 13 and 30 days after their hysterectomy (p < 0.01). Strength in hand (p < 0.05) and knees (p < 0.01) increased compared to preoperative values but no change in postural stability and work capacity was noted. Fatigue resumed to preoperative levels after 30 days. SF-36 revealed that the modality of 'physical functioning' and 'role limitations due to physical problems' remained significantly decreased at the end of the study (p < 0.01) CONCLUSION: Hysterectomy was associated with reduction in physical function assessed by SF-36 30 days after surgery. No impairment of performance was found in physical tests at days 13 and 30 postoperatively.
Assuntos
Fadiga/etiologia , Histerectomia/reabilitação , Dor , Complicações Pós-Operatórias/fisiopatologia , Qualidade de Vida , Doenças Uterinas/cirurgia , Atividades Cotidianas , Composição Corporal/fisiologia , Dinamarca , Impedância Elétrica , Ergometria , Fadiga/fisiopatologia , Feminino , Seguimentos , Força da Mão , Humanos , Histerectomia/psicologia , Pessoa de Meia-Idade , Dinamômetro de Força Muscular , Medição da Dor , Período Pós-Operatório , Período Pré-Operatório , Estudos Prospectivos , Recuperação de Função Fisiológica , Inquéritos e Questionários , Resultado do TratamentoRESUMO
BACKGROUND: Well-collected and well-documented sample repositories are necessary for disease biomarker development. The availability of significant numbers of samples with the associated patient information enables biomarker validation to proceed with maximum efficacy and minimum bias. The creation and utilization of such a resource is an important step in the development of blood-based biomarker tests for colorectal cancer. METHODS: We have created a subject data and biological sample resource, Endoscopy II, which is based on 4698 individuals referred for diagnostic colonoscopy in Denmark between May 2010 and November 2012. Of the patients referred based on 1 or more clinical symptoms of colorectal neoplasia, 512 were confirmed by pathology to have colorectal cancer and 399 were confirmed to have advanced adenoma. Using subsets of these sample groups in case-control study designs (300 patients for colorectal cancer, 302 patients for advanced adenoma), 2 panels of plasma-based proteins for colorectal cancer and 1 panel for advanced adenoma were identified and validated based on ELISA data obtained for 28 proteins from the samples. RESULTS: One of the validated colorectal cancer panels was comprised of 8 proteins (CATD, CEA, CO3, CO9, SEPR, AACT, MIF, and PSGL) and had a validation ROC curve area under the curve (AUC) of 0.82 (CI 0.75-0.88). There was no significant difference in the performance between early- and late-stage cancer. The advanced adenoma panel was comprised of 4 proteins (CATD, CLUS, GDF15, SAA1) and had a validation ROC curve AUC of 0.65 (CI 0.56-0.74). CONCLUSIONS: These results suggest that the development of blood-based aids to colorectal cancer detection and diagnosis is feasible.
RESUMO
UNLABELLED: The aim of the study was to describe changes in postoperative fatigue, quality of life, physical performance, and body composition in patients undergoing laparoscopic colonic cancer surgery. MATERIAL AND METHODS: In a follow-up study from 2009-2011 at two regional hospitals in Denmark we examined 62 patients having a right hemicolectomy ora sigmoid resection performed. The main outcome measures were fatigue level subjectively scored from 1 ("fit") to 10 ("fatigued") on a modified visual analogue scale and by objective measurements of hand grip and knee extension strength, work capacity, weight, and lean body mass. Quality of life was assessed using the SF-36 questionnaire and pain using an ordinal scale. Patients were examined preoperatively, 1-2 and 4 weeks postoperatively. RESULTS: Eight patients (13%) were converted to open surgery and the median bleeding (95% confidence interval of the median) was 75 (50-100) ml. One to two weeks after surgery the fatigue level and pain when moving had increased significantly (p=0.0011 and p=0.0002 respectively) and the SF-36 physical component quality of life score decreased (p<0.0001) when compared to preoperatively. However, at 4 weeks postoperatively fatigue level, pain, and quality of life scores were at the preoperative level. There were no significant changes from preoperatively to postoperatively in any of the measures of physical performance, whereas there was a slight reduction in weight and lean body mass after the operation. CONCLUSIONS. Laparoscopic colonic cancer surgery was associated with a short lasting increased fatigue and pain and reduced quality of life, but no significant reduction in physical performance after surgery.
Assuntos
Colectomia/efeitos adversos , Colectomia/psicologia , Fadiga/etiologia , Laparoscopia/efeitos adversos , Laparoscopia/psicologia , Aptidão Física , Qualidade de Vida , Idoso , Composição Corporal/fisiologia , Colectomia/reabilitação , Neoplasias do Colo/cirurgia , Fadiga/diagnóstico , Feminino , Seguimentos , Força da Mão/fisiologia , Humanos , Joelho/fisiologia , Laparoscopia/reabilitação , Masculino , Avaliação de Resultados em Cuidados de Saúde , Medição da Dor , Dor Pós-Operatória/classificação , Dor Pós-Operatória/etiologia , Período Pós-Operatório , Inquéritos e Questionários , Resultado do TratamentoRESUMO
The Danish HNPCC register is a publically financed national database. The register gathers epidemiological and genomic data in HNPCC families to improve prognosis by screening and identifying family members at risk. Diagnostic data are generated throughout the country and collected over several decades. Until recently, paper-based reports were sent to the register and typed into the database. In the EC cofunded-INFOBIOMED network of excellence, the register was a model for electronic exchange of epidemiological and genomic data between diagnosing/treating departments and the central database. The aim of digitization was to optimize the organization of screening by facilitating combination of genotype-phenotype information, and to generate IT-tools sufficiently usable and generic to be implemented in other countries and for other oncogenetic diseases. The focus was on integration of heterogeneous data, elaboration, and dissemination of classification systems and development of communication standards. At the conclusion of the EU project in 2007 the system was implemented in 12 pilot departments. In the surgical departments this resulted in a 192% increase of reports to the database. Several gaps were identified: lack of standards for data to be exchanged, lack of local databases suitable for direct communication, reporting being time-consuming and dependent on interest and feedback.