Metastatic pancreatic and lung cancer patient in complete remission following immunotherapy: A case report and review of literature.

BACKGROUND: Metastatic pancreatic ductal adenocarcinoma (PDAC) is a lethal malignancy with dispiriting survival data. Immunotherapy is a promising approach to many cancer types, but achieves poor outcomes in advanced PDAC due to its immunosuppressive tumor microenvironment. We describe a case of metastatic PDAC effectively treated with pembrolizumab. CASE SUMMARY: We report the case of a 67-year-old woman with unresectable locally advanced PDAC, treated with gemcitabine plus nab-paclitaxel followed by radiotherapy plus capecitabine. At nine months, pancreatic tumor progression was observed at the level of the hepatic hilum with the appearance of a new pulmonary nodule suggestive of a second primary, confirmed by left lung biopsy. Systemic immunotherapy was then initiated with pembrolizumab, an immune checkpoint inhibitor targeting programmed cell death protein-1 that covers the two tumor types. The patient showed a complete metabolic response that was maintained throughout the treatment. The patient continues to be disease-free at 5.6 years since the start of immunotherapy. CONCLUSION: These results suggest that the administration of pembrolizumab after chemoradiotherapy has a beneficial effect in patients with metastatic PDAC. To our knowledge, this is the first reported case of a patient with metastatic PDAC and metastatic lung cancer showing such a long-lasting complete response after pembrolizumab treatment without curative surgery. Further studies are required to determine biomarkers that identify PDAC patients most likely to benefit from this immunotherapy.

Aneurysmal subarachnoid haemorrhage: Volumetric quantification of the blood distribution pattern to accurately predict the ruptured aneurysm location.

BACKGROUND: In spontaneous subarachnoid haemorrhage (SAH) accurate determination of the bleeding source is paramount to guide treatment. Traditionally, the bleeding pattern has been used to predict the aneurysm location. Here, we have tested a software-based tool, which quantifies the volume of intracranial blood and stratifies it according to the regional distribution, to predict the location of the ruptured aneurysm. METHODS: A consecutive series of SAH patients admitted to a single tertiary centre between 2012-2018, within 72 h of onset, harbouring a single intracranial aneurysm. A semi-automatized method of blood quantification, based on the relative density increase, was applied to initial non-contrast CTs. Five regions were used to define the bleeding patterns and to correlate them with aneurysm location: perimesencephalic, interhemispheric, right/left hemisphere and intraventricular. RESULTS: 68 patients were included for analysis. There was a strong association between the distribution of blood and the aneurysm location (p < 0.001). In particular: ACom and interhemispheric fissure (p < 0.001), MCA and ipsilateral hemisphere (p < 0.001), ICA and ipsilateral hemisphere and perimesencephalic cisterns (p < 0.001), PCom and hemispheric, perimesencephalic and intraventricular (p = 0.019), and PICA and perimesencephalic and intraventricular (p < 0.001). The internal diagnostic value was high (AUROC ≥ 0.900) for these locations. CONCLUSION: Regional automatised volumetry seems a reliable and objective tool to quantify and describe the distribution of blood within the subarachnoid spaces. This tool accurately predicts the location of the ruptured aneurysm; its use may be prospectively considered in the emergency setting when speed and simplicity are attained.

Texture Analysis of the Apparent Diffusion Coefficient Focused on Contrast-Enhancing Lesions in Predicting Survival for Bevacizumab-Treated Patients with Recurrent Glioblastoma.

PURPOSE: Glioblastoma often recurs after treatment. Bevacizumab increases progression-free survival in some patients with recurrent glioblastoma. Identifying pretreatment predictors of survival can help clinical decision making. Magnetic resonance texture analysis (MRTA) quantifies macroscopic tissue heterogeneity indirectly linked to microscopic tissue properties. We investigated the usefulness of MRTA in predicting survival in patients with recurrent glioblastoma treated with bevacizumab. METHODS: We evaluated retrospective longitudinal data from 33 patients (20 men; mean age 56 ± 13 years) who received bevacizumab on the first recurrence of glioblastoma. Volumes of contrast-enhancing lesions segmented on postcontrast T1-weighted sequences were co-registered on apparent diffusion coefficient maps to extract 107 radiomic features. To assess the performance of textural parameters in predicting progression-free survival and overall survival, we used receiver operating characteristic curves, univariate and multivariate regression analysis, and Kaplan-Meier plots. RESULTS: Longer progression-free survival (>6 months) and overall survival (>1 year) were associated with lower values of major axis length (MAL), a lower maximum 2D diameter row (m2Ddr), and higher skewness values. Longer progression-free survival was also associated with higher kurtosis, and longer overall survival with higher elongation values. The model combining MAL, m2Ddr, and skewness best predicted progression-free survival at 6 months (AUC 0.886, 100% sensitivity, 77.8% specificity, 50% PPV, 100% NPV), and the model combining m2Ddr, elongation, and skewness best predicted overall survival (AUC 0.895, 83.3% sensitivity, 85.2% specificity, 55.6% PPV, 95.8% NPV). CONCLUSIONS: Our preliminary analyses suggest that in patients with recurrent glioblastoma pretreatment, MRTA helps to predict survival after bevacizumab treatment.

Anorectal malignant melanoma, a diagnostic challenge.

Malignant anorectal melanoma is an extremely rare cause of rectal neoplasia, accounting for less than 1% of all melanomas and about 4% of all malignant colorectal neoplasms. We present the endoscopic and pathological images of a case in our clinical practice.

Generation of a H9 Clonal Cell Line With Inducible Expression of NUP98-KDM5A Fusion Gene in the AAVS1 Safe Harbor Locus.

Pediatric acute myeloid leukemia (AML) is a rare and heterogeneous disease that remains the major cause of mortality in children with leukemia. To improve the outcome of pediatric AML we need to gain knowledge on the biological bases of this disease. NUP98-KDM5A (NK5A) fusion protein is present in a particular subgroup of young pediatric patients with poor outcome. We report the generation and characterization of human Embryonic Stem Cell (hESC) clonal lines with inducible expression of NK5A. Temporal control of NK5A expression during hematopoietic differentiation from hESC will be critical for elucidating its participation during the leukemogenic process.

Thrombectomy versus Medical Management in Mild Strokes due to Large Vessel Occlusion: Exploratory Analysis from the EXTEND-IA Trials and a Pooled International Cohort.

OBJECTIVE: This study was undertaken to evaluate functional and safety outcomes for endovascular thrombectomy (EVT) versus medical management (MM) in patients with large vessel occlusion (LVO) and mild neurological deficits, stratified by perfusion imaging mismatch. METHODS: The pooled cohort consisted of patients with National Institutes of Health Stroke Scale (NIHSS) < 6 and internal carotid artery (ICA), M1, or M2 occlusions from the Extending the Time for Thrombolysis in Emergecy Neurological Deficits - Intra-Arterial (EXTEND-IA) Trial,  Tenecteplase vs Alteplase before Endovascular Thrombectomy in Ischemic Stroke (EXTEND-IA TNK) trials Part I/II and prospective data from 15 EVT centers from October 2010 to April 2020. RAPID software estimated ischemic core and mismatch. Patients receiving primary EVT (EVTpri ) were compared to those who received primary MM (MMpri ), including those who deteriorated and received rescue EVT, in overall and propensity score (PS)-matched cohorts. Patients were stratified by target mismatch (mismatch ratio ≥ 1.8 and mismatch volume ≥ 15ml). Primary outcome was functional independence (90-day modified Rankin Scale = 0-2). Secondary outcomes included safety (symptomatic intracerebral hemorrhage [sICH], neurological worsening, and mortality). RESULTS: Of 540 patients, 286 (53%) received EVTpri and demonstrated larger critically hypoperfused tissue (Tmax > 6 seconds) volumes (median [IQR]: 64 [26-96] ml vs MMpri : 40 [14-76] ml, p < 0.001) and higher presentation NIHSS (median [IQR]: 4 [2-5] vs MMpri : 3 [2-4], p < 0.001). Functional independence was similar (EVTpri : 77.4% vs MMpri : 75.6%, adjusted odds ratio [aOR] = 1.29, 95% confidence interval [CI] = 0.82-2.03, p = 0.27). EVT had worse safety regarding sICH (EVTpri : 16.3% vs MMpri : 1.3%, p < 0.001) and neurological worsening (EVTpri : 19.6% vs MMpri : 6.7%, p < 0.001). In 414 subjects (76.7%) with target mismatch, EVT was associated with improved functional independence (EVTpri : 77.4% vs MMpri : 72.7%, aOR = 1.68, 95% CI = 1.01-2.81, p = 0.048), whereas there was a trend toward less favorable outcomes with primary EVT (EVTpri : 77.4% vs MMpri : 83.3%, aOR = 0.39, 95% CI = 0.12-1.34, p = 0.13) without target mismatch (pinteraction  = 0.06). Similar findings were observed in a propensity score-matched subpopulation. INTERPRETATION: Overall, EVT was not associated with improved clinical outcomes in mild strokes due to LVO, and sICH was increased. However, in patients with target mismatch profile, EVT was associated with increased functional independence. Perfusion imaging may be helpful to select mild stroke patients for EVT. ANN NEUROL 2022;92:364-378.

Accuracy in optical diagnosis for polyps between 5 and 15 mm and its implications on surveillance. A prospective, multicenter study. (POPS study).

BACKGROUND AND AIMS: Polyps histology and diameter up to 1 cm determine whether a patient needs a colonoscopy after 3 years or less, or far ahead. Endoscopists' and pathologists' size estimations can be imprecise. Our aim was to assess endoscopist ability to correctly recommend surveillance colonoscopies for patients with polyps around the 10 mm threshold, based on its endoscopic sizing and optical diagnosis by NBI. METHODS: NBI-assisted diagnosis and endoscopist estimation of polyp size were compared with reference standard, considering this as the post resection polyp measurements by the nurse assistant and the pathologic results, in a prospective, multicenter, real life study, that recruited adults undergoing colonoscopy in five hospitals. By comparing the endoscopic and pathologist size estimation, with polyps' measurement after resection, and optical and histological diagnoses in patients with polyps between 5 and 15 mm, sensitivity was assessed at the patient level by means of two characteristics: the presence of adenoma, and the surveillance interval. Surveillance intervals were established by the endoscopist, based on optical diagnosis, and by another gastroenterologist, grounded on the pathologic report. Determinants of accuracy were explored at the polyp level. RESULTS: 532 polyps were resected in 451 patients. Size estimation was more precise for the endoscopist. Endoscopist sensitivity for the presence of adenoma or carcinoma was 98.7%. Considering the presence of high-grade dysplasia or cancer, sensitivity was 82.6% for the endoscopic optical diagnosis. Sensitivity for a correct 3-year surveillance interval was 91.5%, specificity 82.3%, with a PPV of 93.2% and NPV of 78.5% for the endoscopist. 6.51% of patients would have had their follow-up colonoscopy delayed, whereas 22 (4.8%) would have it been performed earlier, had endoscopist recommendations been followed. CONCLUSION: Our study observes that NBI optical diagnosis can be recommended in routine practice to establish surveillance intervals for polyps between 5 and 15 mm. CLINICAL TRIALS REGISTRATION NUMBER: NCT04232176.

Proctitis in men having sex with men: anything else you can think of?

We report two cases of proctitis in men having sex with men.

Strongyloides stercoralis with Gastroduodenal Involvement and Complicated with SIADH: An Unusual Diagnosis to Consider in Immunosuppressed Patients with Hyperemesis and Eosinophilia.

Strongyloides stercoralis is an intestinal nematode that colonizes and reproduces in the upper small intestinal mucosa. Infection in immunocompetent hosts is self-limited but in immunocompromised patients it can be complicated and cause hyperinfection. We present a 60-year-old female who was admitted due to an exacerbation of acquired thrombotic thrombocytopenic purpura requiring high doses of corticosteroids. The patient began to experience persistent pyrosis, nausea, vomiting, and oral intolerance. She was di-agnosed with syndrome of inappropriate secretion of antidiuretic hormone (SIADH). Upper endoscopy was performed and showed esophageal, gastric, and duodenal mucosa with edema and erythema. Moreover, there were superficial erosions and thickened folds in duodenum. Gastric and duodenal biopsies were taken. Abdominal computed tomography and magnetic enteroresonance displayed duodenal dilation and inflammatory changes. The histological study of biopsies showed colonization by S. stercolaris in the antrum and duodenum. S. stercolaris is a human parasite that is endemic in tropical, subtropical, and temperate regions. Its lifecycle is complex because it completes its entire cycle within the human host; it penetrates the skin, migrates to the lungs, and reach the gastrointestinal tract. The most affected site is the duodenum and upper jejunum. The lifecycle includes autoinfection through the intestinal mucosa or perianal skin, especially in immunocompromised hosts. Immunossuppression can lead to hyperinfection syndrome and disseminated disease. However, involvement of the stomach has relatively rarely been reported. SIADH has been related to systemic hyperinfection, although the mechanism is not clear. The relatively nonspecific clinical and imaging features and the low sensitivity of routine parasite tests make the diagnosis challenging and delayed.

Strongyloides stercoralis é um nematódo intestinal que coloniza e se reproduz na mucosa do intestino delgado proximal. A infeção em hospedeiros imunocompetentes é auto-limitada mas em doentes imunocomprometidos pode ter um curso complicado e causar hiperinfeção. Apresentamos um caso de uma mulher de 60 anos que é admitida devido a uma exacerbação de uma púrpura trombocitopénica trombótica adquirida com necessidade de altas doses de corticoides. A doente inicia quadro de pirose persistente, náuseas, vómitos e intolerância alimentar. Faz-se o diagnóstico de síndrome de secreção inapropriada de hormona antidiurética (SIADH). A endoscopia digestiva alta evidencia mucosa gástrica e duodenal com edema e eritema, para além de erosões e pregas espessadas duodenais. O TC e a enteroRMN mostram dilatação duodenal e alterações inflamatórias. A histologia mostra S. stercoralis a colonizar a mucosa do antro e duodeno. O S. stercolaris é um parasita humano, endémico em regiões tropicais e subtropicais. Tem um ciclo de vida complexo já que completa o seu ciclo todo dentro do organismo humano: penetra pela pele, migra para os pulmões e atinge o trato gastrointestinal. Os sítios mais afetados são o duodeno e o jejuno proximal. O ciclo de vida envolve autoinfeção na mucosa intestinal ou pele perianal, especialmente em doentes imunocomprometidos, com a imunodepressão podendo levar a síndrome de hiperinfeção e doença disseminada. Contudo, o envolvimento gástrico é raramente descrito. O SIADH tem sido relacionado com o síndrome de hiperinfeção, contudo, o seu mecanismo não é claro. O relativo inespecífico quadro clínico e alterações imagiológicas, assim como a baixa sensibilidade dos testes de parasitas de rotina atrasam e fazem o diagnóstico desafiante.

A three-dimensional printed customized bolus: adapting to the shape of the outer ear.

BACKGROUND: The skin-sparing effect of megavoltage-photon beams in radiotherapy (RT) reduces the target coverage of superficial tumours. Consequently, a bolus is widely used to enhance the target coverage for superficial targets. This study evaluates a three-dimensional (3D)-printed customized bolus for a very irregular surface, the outer ear. MATERIALS AND METHODS: We fabricated a bolus using a computed tomography (CT) scanner and evaluated its efficacy. The head of an Alderson Rando phantom was scanned with a CT scanner. Two 3D boluses of 5- and 10-mm thickness were designed to fit on the surface of the ear. They were printed by the Stratasys Objet260 Connex3 using the malleable "rubber-like" photopolymer Agilus. CT simulations of the Rando phantom with and without the 3D and commercial high density boluses were performed to evaluate the dosimetric properties of the 3D bolus. The prescription dose to the outer ear was 50 Gy at 2 Gy/fraction. RESULTS: We observed that the target coverage was slightly better with the 3D bolus of 10mm compared with the commercial one (D98% 98.2% vs. 97.6%).The maximum dose was reduced by 6.6% with the 3D bolus and the minimum dose increased by 5.2% when comparing with the commercial bolus. In addition, the homogeneity index was better for the 3D bolus (0.041 vs. 0.073). CONCLUSION: We successfully fabricated a customized 3D bolus for a very irregular surface. The target coverage and dosimetric parameters were at least comparable with a commercial bolus. Thus, the use of malleable materials can be considered for the fabrication of customized boluses in cases with complex anatomy.

Assessment of paprika geographical origin fraud by high-performance liquid chromatography with fluorescence detection (HPLC-FLD) fingerprinting.

Paprika production under the protected designation of origin (PDO) standardized procedures leads to more quality products. However, it is also related to higher retail prices, making them susceptible to adulteration with low-quality paprika or its agricultural origin's mislabeling. Therefore, in this study, high-performance liquid chromatography with fluorescence detection (HPLC-FLD) fingerprints, strongly related to phenolic acid and polyphenolic compounds, were proposed as chemical markers to assess the classification of paprika from five European regions (three Spanish PDO, Hungary, and the Czech Republic), through a classification decision tree constructed by partial least squares regression-discriminant analysis (PLS-DA) models. After external validation, an excellent classification accuracy of 97.9% was achieved. Moreover, the chromatographic fingerprints were also proposed to detect and quantitate two different paprika geographical origin blend scenarios by partial least squares (PLS) regression. Low external validation and prediction errors -with values below 1.6 and 10.7%, respectively- were obtained.

Spinal cord hemodynamic infarction after vertebral artery endovascular trapping despite preserved flow in the anterior spinal artery.

Context: Spinal cord infarction is a rare condition that develops as a result of insufficient vascular perfusion, sometimes related to procedures involving the aorta and vertebral arteries.Findings: We present the case of a 66-year-old woman who developed weakness on all four extremities and thermalgesic sensory deficit following an elective endovascular embolization of an incidentally diagnosed aneurysm in the posterior circulation. The procedure involved the cathetherization of both vertebral arteries, but was unremarkable and the flow into the anterior spinal artery was preserved. Radiological findings highly suggested a spinal cord infarction. She was started on corticosteroids and showed a significant neurological improvement.Clinical relevance: The present case illustrates that spinal cord infarction is a typical - but uncommon - complication that has to be suspected after vertebral artery endovascular procedures. It can result from hypoperfusion of smaller branches that irrigate the cervical spinal cord, and patients can make remarkable recoveries despite severe initial deficits.

Intestinal spirochetosis: normal intestinal flora or etiology of diarrhea?

A 22-year-old male began with up to 12 loose stools per day, with mucus and no blood. They were present for two months, even during the night. Moreover, he complained of abdominal pain and weight loss. There were no findings on the blood tests. Fecal calprotectin was 225 µg/g. Stool microbiology tests were negative. Ileocolonoscopy displayed normal mucosa but the histological study of the biopsies showed Treponemas genus Brachispira. The patient had a sexual risk behavior. Treatment with metronidazole was initiated with clinical improvement.

[Medicalization of nursing facilities as a real alternative to hospitalization during the COVID-19 pandemic.] / La medicalización de residencias como alternativa real a la hospitalización durante la pandemia de COVID-19.

OBJECTIVE: Nursing homes are high-risk environments for the transmission of the SARS-CoV-2 coronavirus, as they are a closed environment, with patients who present atypical manifestations of the disease, high risk of unfavorable evolution, and staff who frequently present a high mobility in relation to their jobs. On the other hand, in a pandemic situation, numerous hospitals have suffered periods of great healthcare pressure. The objective of this work was to present an experience of medicalization of a residence where almost 50% of the residents contracted the disease. METHODS: A multidisciplinary intervention was carried out in a publicly owned nursing home with 99 residents. Specialists from Internal Medicine, Primary Care and health technicians worked together, in close collaboration with the residence workers. The presence of nursing personnel 24 hours a day and medical personnel with daily visits was enabled. The center was provided with the necessary means to administer the medication (oral and intravenous) and oxygen therapy necessary to care for patients with the disease. Analytical results were available within 24 hours. For data analysis, the percentages were calculated and the mean was used as a measure of central tendency. RESULTS: Forty-eight residents (48.5%) and fifteen workers contracted the disease. The total number of deaths during that period was thirteen (13.1%), seven of them diagnosed with COVID-19 (mean age 84.4 years), with a fatality rate of 14.6%. Eleven patients (22%) diagnosed with COVID-19 were hospitalized, two of whom died during admission. CONCLUSIONS: The medicalization of nursing homes can help to reduce the pressure on care in hospitals and optimize care for these vulnerable people with more humanized care, which can ultimately lead to better health outcomes.

OBJETIVO: Las residencias de ancianos son entornos de alto riesgo para la transmisión del coronavirus SARS-CoV-2, por tratarse de ambientes cerrados, con personas que muestran manifestaciones atípicas de la enfermedad, con altas posibilidades de evolucionar desfavorablemente y con personal que frecuentemente presenta una elevada movilidad en relación a los puestos de trabajo. Por otro lado, en una situación de pandemia, numerosos centros hospitalarios han soportado periodos de gran presión asistencial. El objetivo de este trabajo fue presentar una experiencia de medicalización de una residencia donde casi el 50% de los residentes contrajo la enfermedad. METODOS: Se llevó a cabo una intervención multidisciplinar en una residencia de ancianos de titularidad pública con 99 residentes. Trabajaron de forma conjunta especialistas de Medicina Interna, Atención Primaria y técnicos de salud, en estrecha colaboración con los trabajadores de la residencia. Se habilitó la presencia de personal de Enfermería las 24 horas y personal médico con visita diaria. Se dotó al centro de los medios necesarios para la administración de la medicación (oral e intravenosa) y la oxigenoterapia necesaria para atender a los pacientes con la enfermedad. Los resultados analíticos estaban disponibles en 24 horas. Para el análisis de los datos se calcularon los porcentajes y se empleó la media como medida de tendencia central. RESULTADOS: Cuarenta y ocho residentes (48,5%) y quince trabajadores contrajeron la enfermedad. El número total de fallecimientos durante ese periodo fue de trece (13,1%), siete de ellos con diagnóstico de COVID-19 (edad media de 84,4 años), siendo la tasa de letalidad del 14,6%. Once pacientes (22%) con diagnóstico de COVID-19 fueron hospitalizados, falleciendo dos durante el ingreso. CONCLUSIONES: La medicalización de las residencias puede contribuir a disminuir la presión asistencial en los centros hospitalarios, así como a optimizar los cuidados a estas personas vulnerables con una asistencia más humanizada, lo que puede redundar, finalmente, en mejores resultados en salud.

Ubiquinol supplementation modulates energy metabolism and bone turnover during high intensity exercise.

Bone and energy metabolism are profoundly influenced by exercise. The objective of this study was to determine for the first time whether a short-term supplementation with ubiquinol could have a modulating effect on bone turnover and energy metabolism associated with strenuous exercise. The participants (n = 100 healthy and well-trained firemen) were randomly divided into two groups: ubiquinol group (ubiquinol (200 mg day-1)) and control group (placebo) for two weeks. The protocol consisted of conducting two identical strenuous exercise tests with a rest period between tests of 24 h. Blood samples were collected before supplementation (basal value) (T1), after supplementation (T2), after the first physical exercise test (T3), after 24 h of rest (T4), and after the second physical exercise test (T5). Parathyroid hormone (PTH), osteocalcin (OC), osteoprotegerin (OPG), osteopontin (OPN), sclerotin (SOST), alkaline phosphatase (AP), adrenocorticotropin (ACTH), insulin, leptin, adrenaline, noradrenaline and peroxisome proliferator activated receptor-γ coactivator-1α (PGC-1α) were determined. Our protocol increased ACTH, SOST, PTH and OC levels, while it decreased OPN. This protocol also increased adrenaline, noradrenaline and PCG-1α, and decreased insulin. After ubiquinol supplementation, PTH, OC, OPG, alkaline phosphatase, leptin, insulin, noradrenaline and PGC-1α levels increased in the supplemented group compared to the control group after the exercise protocol. Strenuous exercise has a clear effect on energy metabolism and bone turnover. These effects are modulated by ubiquinol supplementation, which especially increases the biomarkers of bone formation during strenuous exercise. In addition, ubiquinol has a beneficial effect on the mobilization of energy sources, fact that it could represent an ergogenic and physiological advantage for skeletal muscles.

Diagnóstico mediante EBUS-TBNA de reacción granulomatosa secundaria a Surgicel en adenopatía mediastínica / EBUS-TBNA diagnosis of a granulomatous reaction to Surgicel in mediastinal adenopathy

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Uncovering Tumour Heterogeneity through PKR and nc886 Analysis in Metastatic Colon Cancer Patients Treated with 5-FU-Based Chemotherapy.

Colorectal cancer treatment has advanced over the past decade. The drug 5-fluorouracil is still used with a wide percentage of patients who do not respond. Therefore, a challenge is the identification of predictive biomarkers. The protein kinase R (PKR also called EIF2AK2) and its regulator, the non-coding pre-mir-nc886, have multiple effects on cells in response to numerous types of stress, including chemotherapy. In this work, we performed an ambispective study with 197 metastatic colon cancer patients with unresectable metastases to determine the relative expression levels of both nc886 and PKR by qPCR, as well as the location of PKR by immunohistochemistry in tumour samples and healthy tissues (plasma and colon epithelium). As primary end point, the expression levels were related to the objective response to first-line chemotherapy following the response evaluation criteria in solid tumours (RECIST) and, as the second end point, with survival at 18 and 36 months. Hierarchical agglomerative clustering was performed to accommodate the heterogeneity and complexity of oncological patients' data. High expression levels of nc886 were related to the response to treatment and allowed to identify clusters of patients. Although the PKR mRNA expression was not associated with chemotherapy response, the absence of PKR location in the nucleolus was correlated with first-line chemotherapy response. Moreover, a relationship between survival and the expression of both PKR and nc886 in healthy tissues was found. Therefore, this work evaluated the best way to analyse the potential biomarkers PKR and nc886 in order to establish clusters of patients depending on the cancer outcomes using algorithms for complex and heterogeneous data.