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1.
NPJ Precis Oncol ; 8(1): 102, 2024 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-38755266

RESUMO

Persistent taxane-induced peripheral neuropathy (TIPN) is highly prevalent among early-stage breast cancer survivors (ESBCS) and has detrimental effect on quality of life. We leveraged logistic regression models to develop and validate polygenic prediction models to estimate the risk of persistent PN symptoms in a training cohort and validation cohort taking clinical risk factors into account. Based on 337 whole-exome sequenced ESBCS two of five prediction models for individual PN symptoms obtained AUC results above 60% when validated. Using the model for numbness in feet (35 SNVs) in the test cohort, 73% survivors were correctly predicted. For tingling in feet (55 SNVs) 70% were correctly predicted. Both models included SNVs from the ADAMTS20, APT6V0A2, CCDC88C, CYP2C8, EPHA5, NR1H3, PSKH2/APTV0D2, and SCN10A genes. For cramps in feet, difficulty climbing stairs and difficulty opening a jar the validation was unsuccessful. Polygenic prediction models including clinical risk factors can estimate the risk of persistent taxane-induced numbness in feet and tingling in feet in ESBCS.

2.
Life Sci Alliance ; 7(3)2024 03.
Artigo em Inglês | MEDLINE | ID: mdl-38228368

RESUMO

Non-small cell lung cancer is often diagnosed at advanced stages, and many patients are still treated with classical chemotherapy. The unselective nature of chemotherapy often results in severe myelosuppression. Previous studies showed that protein-coding mutations could not fully explain the predisposition to myelosuppression. Here, we investigate the possible role of enhancer mutations in myelosuppression susceptibility. We produced transcriptome and promoter-interaction maps (using HiCap) of three blood stem-like cell lines treated with carboplatin or gemcitabine. Taking advantage of publicly available enhancer datasets, we validated HiCap results in silico and in living cells using epigenetic CRISPR technology. We also developed a network approach for interactome analysis and detection of differentially interacting genes. Differential interaction analysis provided additional information on relevant genes and pathways for myelosuppression compared with differential gene expression analysis at the bulk level. Moreover, we showed that enhancers of differentially interacting genes are highly enriched for variants associated with differing levels of myelosuppression. Altogether, our work represents a prominent example of integrative transcriptome and gene regulatory datasets analysis for the functional annotation of noncoding mutations.


Assuntos
Antineoplásicos , Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Carboplatina/efeitos adversos , Antineoplásicos/efeitos adversos , Mutação/genética
3.
HPB (Oxford) ; 25(12): 1531-1544, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37659905

RESUMO

BACKGROUND: Pancreatic cancer remains a leading cause of cancer-related death. To individualise management and improve survival, more accurate prognostic models are needed. METHODS: All patients resected for pancreatic ductal adenocarcinoma in a tertiary Swedish centre during 2009-2019 were thoroughly analysed with regards to pathological and clinical parameters including tumour grade, resection margin status, para-aortic lymph node engagement (node station 16), and systemic treatment. RESULTS: The study cohort included 275 patients. Overall median survival was 21.2 months (95% CI 17.5-24.8). Year of resection, margin status (R1 subdivided into R11mm/R1ink), perineural invasion, differentiation grade, TNM stage, and adjuvant therapy were independent factors with significant impact on survival. Margin status also significantly affected recurrence-free survival and relapse patterns, with local and peritoneal relapses being associated with R1-status (p < 0.001 and p = 0.007). Presence of para-aortic lymph node metastases was associated with shorter recurrence-free survival as compared to N1 status only. CONCLUSION: Survival in resected pancreatic cancer is improving over time. Resection margin status is a key factor affecting recurrence patterns and prognosis. Given the poor recurrence-free survival in node station 16 metastasised patients, the rational for resection remains in doubt, and improved treatment strategies for this patient group is necessary.


Assuntos
Carcinoma Ductal Pancreático , Neoplasias Pancreáticas , Humanos , Estudos de Coortes , Margens de Excisão , Metástase Linfática/patologia , Estudos Retrospectivos , Recidiva Local de Neoplasia/patologia , Neoplasias Pancreáticas/patologia , Prognóstico , Linfonodos/cirurgia , Linfonodos/patologia , Carcinoma Ductal Pancreático/patologia , Neoplasias Pancreáticas
4.
Forensic Sci Int ; 348: 111691, 2023 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-37116244

RESUMO

In the past 15 years, close to 1000 of new psychoactive substances (NPS) have been reported in Europe and globally. At the time of identification, data on safety, toxicity and carcinogenic potential of many NPS are not available or very limited. To work more efficiently, a strategy and collaboration between the Public Health Agency of Sweden (PHAS) and the National Board of Forensic Medicine was established involving in vitro receptor activity assays to demonstrate neurological activity of NPS. This report summarizes the first results on the synthetic cannabinoid receptor agonists (SCRAs), and subsequent actions taken by PHAS. A total of 18 potential SCRAs were selected by PHAS for in vitro pharmacological characterization. 17 compounds could be acquired and investigated for their activity on the human cannabinoid-1 (CB1) receptors expressed together with the AequoScreen system in CHO-K1 cells. Dose-response curves were established using eight different concentrations in triplicates at three occasions with JWH-018 as reference. For the MDMB-4en-PINACA, MMB-022, ACHMINACA, ADB-BUTINACA, 5F-CUMYL-PeGACLONE, 5C-AKB48, NM-2201, 5F-CUMYL-PINACA, JWH-022, 5Cl-AB-PINACA, MPhP-2201, 5F-AKB57 the half maximal effective concentration values ranged from 2.2 nM (5F-CUMYL-PINACA) to 171 nM (MMB-022). EG-018 and 3,5-AB-CHMFUPPYCA were none-active. The results contributed to 14 of these compounds being scheduled as narcotics in Sweden. In conclusion, many of the emerging SCRAs are potent activators of the CB1 receptor in vitro, although some lack activity or are partial agonists. The new strategy proved useful when data on psychoactive effects of the SCRAs under investigation were not available or limited.


Assuntos
Canabinoides , Saúde Pública , Humanos , Suécia , Canabinoides/farmacologia , Agonistas de Receptores de Canabinoides/farmacologia , Fármacos do Sistema Nervoso Central , Medição de Risco , Receptor CB1 de Canabinoide
5.
BMC Genomics ; 23(1): 752, 2022 Nov 14.
Artigo em Inglês | MEDLINE | ID: mdl-36376859

RESUMO

BACKGROUND: Elucidation of the genetic mechanisms underlying treatment response to standard induction chemotherapy in AML patients is warranted, in order to aid in risk-adapted treatment decisions as novel treatments are emerging. In this pilot study, we explored the treatment-induced expression patterns in a small cohort of AML patients by analyzing differential gene expression (DGE) over the first 2 days of induction chemotherapy. METHODS: Blood samples were collected from ten AML patients at baseline (before treatment initiation) and during the first 2 days of treatment (Day 1; approximately 24 h, and Day 2; approximately 48 h after treatment initiation, respectively) and RNA was extracted for subsequent RNA sequencing. DGE between time points were assessed by pairwise analysis using the R package edgeR version 3.18.1 in all patients as well as in relation to treatment response (complete remission, CR, vs non-complete remission, nCR). Ingenuity Pathway Analysis (Qiagen) software was used for pathway analysis and visualization. RESULTS: After initial data quality control, two patients were excluded from further analysis, resulting in a final cohort of eight patients with data from all three timepoints. DGE analysis demonstrated activation of pathways with genes directly or indirectly associated with NF-κB signaling. Significant activation of the NF-κB pathway was seen in 50% of the patients 2 days after treatment start, while iNOS pathway effects could be identified already after 1 day. nCR patients displayed activation of pathways associated with cell cycle progression, oncogenesis and anti-apoptotic behavior, including the STAT3 pathway and Salvage pathways of pyrimidine ribonucleotides. Notably, a significant induction of cytidine deaminase, an enzyme responsible for the deamination of Ara-C, could be observed between baseline and Day 2 in the nCR patients but not in patients achieving CR. CONCLUSIONS: In conclusion, we show that time-course analysis of gene expression represents a feasible approach to identify relevant pathways affected by standard induction chemotherapy in AML patients. This poses as a potential method for elucidating new drug targets and biomarkers for categorizing disease aggressiveness and evaluating treatment response. However, more studies on larger cohorts are warranted to elucidate the transcriptional basis for drug response.


Assuntos
Quimioterapia de Indução , Leucemia Mieloide Aguda , Humanos , NF-kappa B/genética , Transcriptoma , Projetos Piloto , Citarabina/uso terapêutico , Leucemia Mieloide Aguda/tratamento farmacológico , Leucemia Mieloide Aguda/genética
6.
Breast Cancer Res Treat ; 195(3): 379-391, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35941422

RESUMO

BACKGROUND: We explored the impact of persistent sensory and motor taxane-induced peripheral neuropathy (TIPN) symptoms on health-related quality of life (HRQL) among early-stage breast cancer survivors (ESBCS). METHODS: A population-based cohort of 884 residual-free ESBCS received a postal questionnaire, including the EORTC chemotherapy-induced PN (CIPN20) and the EORTC QLQ-C30 instruments. Mean scores of QLQ-C30 scales among ESBCS with and without TIPN were calculated and adjusted for confounding factors (age, lifestyle factors, co-morbidities; linear regression analyses). Interpretation of QLQ-C30 results were based on guidelines. RESULTS: Response rate was 79%, and 646 survivors were included in the analysis. In median, 3.6 (1.5-7.3) years had elapsed post-taxane treatment. All TIPN symptoms had a significant impact on global QoL, which worsened with increased severity of TIPN. Between 29.5% and 93.3% of ESBCS with moderate-severe TIPN reported a clinical important impairment of functioning and personal finances, 64.3-85.7% reporting "difficulty walking because of foot drop," and 53.1-81.3% reporting "problems standing/walking because of difficulty feeling ground under feet" had impaired functioning/finances. The difference in mean scores between affected and non-affected survivors was highest for "numbness in toes/feet" and "difficulty walking because of foot drop." Moderate-severe "difficulty climbing stairs or getting out of chair because of weakness of legs" and "problems standing/walking because of difficulty feeling ground under feet" were associated with the largest clinically important differences on all scales. CONCLUSION: Persistent sensory and motor TIPN is associated with clinically relevant impairment of global QoL, functioning, and personal finances among ESBCS, which increased with level of TIPN severity.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Doenças do Sistema Nervoso Periférico , Neuropatias Fibulares , Neoplasias da Mama/complicações , Neoplasias da Mama/tratamento farmacológico , Estudos Transversais , Feminino , Humanos , Limitação da Mobilidade , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Doenças do Sistema Nervoso Periférico/diagnóstico , Doenças do Sistema Nervoso Periférico/epidemiologia , Qualidade de Vida , Inquéritos e Questionários , Sobreviventes , Taxoides/efeitos adversos
7.
Basic Clin Pharmacol Toxicol ; 130(4): 513-521, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35132780

RESUMO

Gemcitabine/carboplatin-induced myelosuppressive adverse drug reactions (ADRs) are clinical problems leading to patient suffering and dose alterations. There is a need for personalised medicine to improve treatment effects and patients' well-being. We tested four genetic variants, rs11141915, rs1901440, rs12046844 and rs11719165, previously suggested as potential biomarkers for gemcitabine-induced leukopenia/neutropenia in Japanese patients, in 213 Swedish gemcitabine/carboplatin-treated non-small cell lung cancer (NSCLC) patients. DNA was genotyped using TaqMan probes and real-time PCR. The relationships between the risk alleles and low toxicity (non-ADR: Common Terminology Criteria for Adverse Events [CTCAE] grades 0) or high toxicity (ADR: CTCAE grades 3-4) of platelets, leukocytes and neutrophils were evaluated using Fisher's exact test. The risk alleles did not correlate with myelosuppression, and the strongest borderline significance (not withstanding adjustment for multiple testing) was for rs1901440 (neutropenia, p = 0.043) and rs11719165 (leukopenia, p = 0.049) where the risk alleles trended towards lower toxicity, contrasting with previous study findings. Risk alleles and higher risk scores were more common among our patients. We conclude that the genetic variants do not apply to Swedish patients treated with gemcitabine/carboplatin. However, they can still be important in other populations and cohorts, especially in a gemcitabine monotherapy setting, where the causal genetic variation might influence myelosuppressive ADRs.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Neutropenia , Protocolos de Quimioterapia Combinada Antineoplásica , Carboplatina/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Desoxicitidina/análogos & derivados , Humanos , Japão , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neutropenia/induzido quimicamente , Neutropenia/tratamento farmacológico , Neutropenia/genética , Suécia , Gencitabina
8.
World J Clin Oncol ; 12(11): 1009-1022, 2021 Nov 24.
Artigo em Inglês | MEDLINE | ID: mdl-34909396

RESUMO

BACKGROUND: The majority of patients with newly diagnosed metastatic prostate cancer (PC) initially respond to androgen deprivation therapy (ADT) and are classified as metastatic castration-sensitive PC (mCSPC). Following months to years of ADT, the disease tends to become resistant to ADT. Recent randomized phase-III trials demonstrated a survival benefit with the addition of upfront docetaxel to ADT in mCSPC. Following its implementation in routine care, this combined treatment strategy requires more detailed evaluation in a real-world setting. AIM: To assess the real-world outcome and safety of upfront docetaxel treatment in mCSPC. METHODS: A multicenter retrospective cohort study in the Southeast Health Care Region of Sweden was performed. This region includes approximately 1.1 million citizens and the oncology departments of Linköping, Jönköping, and Kalmar. All patients given upfront docetaxel for mCSPC from July 2015 until December 2017 were included. The primary endpoint was progression-free survival (PFS) at 12 mo, and the secondary endpoints were PFS at 24 mo, overall survival (OS), treatment intensity, adverse events, and unplanned hospitalizations. Exploratory analyses on potential prognostic parameters were performed. RESULTS: Ninety-four patients were eligible and formed the study cohort. PFS at 12 and 24 mo was 75% (95%CI: 66-84) and 58% (46-70), respectively. OS at 12 and 24 mo was 93% (87-99) and 86% (76-96). A total of 91% of patients (n = 86) were given docetaxel according to the standard protocol of 75 mg/m2 every 3 wk (6 cycles), while 9% (n = 8) received a modified protocol of 50 mg/m2 every 2 wk (9 cycles). The average overall dose intensity for those commencing standard treatment was 91%. Univariate Cox regression analyses show that baseline PSA > 180 vs < 180 and the presence of distant metastases vs locoregional lymph node metastases were only negative prognostic factors (HR 2.86, 95%CI: 1.39-5.87, P = 0.0041 and 3.36, 95%CI: 1.03-10.96, P = 0.045). Following multivariate analysis, statistical significance remained for PSA (2.51, 95%CI: 1.21-5.19, P = 0.013) but not for metastatic status (2.60, 95%CI: 0.78-8.65, P = 0.12). Febrile neutropenia was recorded in 21% (n = 20) of patients, and 26% (n = 24) had at least one episode of unplanned hospitalization under and up to 30 d after the treatment course. CONCLUSION: Results from this study support the implementation of upfront docetaxel plus ADT as part of the standard of care treatment strategy in mCSPC.

9.
Br J Cancer ; 125(3): 445-457, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34017086

RESUMO

BACKGROUND: The prevalence of persistent peripheral neuropathy (PN) in early-stage breast cancer (ESBC) survivors is largely unknown. We explored the occurrence and risk factors of PN among long-term ESBC survivors treated with taxane chemotherapy. METHODS: A population-based cohort of 884 recurrence-free ESBC survivors diagnosed 2010-2015 in the South East Health Care region, Sweden and 1768 control women without prior cancer received a postal questionnaire that included the European Organisation for Research and Treatment of Cancer chemotherapy-induced peripheral neuropathy (CIPN20) items. Prevalence, relative risks (RRs) (Poisson regression) and risk factors (binomial regression) were calculated. Adjustments were made for confounding factors (e.g. age, body mass index, comorbidities). RESULTS: The response rate was 79% for survivors and 59% for controls. The median time post taxane was 3.6 years (1.5-7.3 years). The adjusted RR was highest (RR 1.8) for "tingling/numbness of toes/feet". Individual sensory symptoms occurred in 8.9-48.4% and motor symptoms in 7.2-61.3% of survivors; the most prevalent symptoms were "difficulty opening jar" and "cramps in feet". Paclitaxel, older age, overweight, diabetes mellitus, vibrating hand tools, autoimmune disease and smoking were independent risk factors. CONCLUSIONS: PN was more common among ESBC survivors than control women and many symptoms persisted over time. Risk factors should be considered when treatment decisions are made.


Assuntos
Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/patologia , Sobreviventes de Câncer/estatística & dados numéricos , Doenças do Sistema Nervoso Periférico/epidemiologia , Taxoides/efeitos adversos , Adulto , Idoso , Idoso de 80 Anos ou mais , Estudos de Casos e Controles , Tomada de Decisão Clínica , Intervalo Livre de Doença , Feminino , Humanos , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Doenças do Sistema Nervoso Periférico/induzido quimicamente , Prevalência , Inquéritos e Questionários , Suécia/epidemiologia , Taxoides/uso terapêutico , Resultado do Tratamento
10.
Artigo em Inglês | MEDLINE | ID: mdl-33744597

RESUMO

The objective of this study was to develop and validate a highly sensitive method for the detection of oxycodone, noroxycodone, 6ß-oxycodol, 6α-oxycodol, oxymorphone, and noroxymorphone in blood by liquid chromatography tandem mass spectrometry. The analytes were extracted from blood (0.5 mL) using Bond Elut Certify Solid Phase Extraction columns, evaporated to dryness and reconstituted before analysis was performed on an Acquity UPLC® I-class coupled to a Waters Xevo TQD. Academy Standards Board Standard Practices for Method Development in Forensic Toxicology were used for the validation of this method. The limit of quantitation for all analytes was established at 0.5 ng/mL. Calibration range for noroxymorphone, oxymorphone, 6α-oxycodol and 6ß-oxycodol was 0.5-25 ng/mL and 0.5-100 ng/mL for noroxycodone and oxycodone. Precision (2.90-17.3%) and bias studies resulted in a ±15% deviation. There were no interferences observed from internal standard, matrix, or common drugs of abuse. Stability of all analytes at two concentrations at 24, 48, and 72 h in the autosampler did not exceed ±20% difference from the initial T0. Dilution integrity at a ten-fold dilution was acceptable as analyte concentrations ranged between (±18%) of the target concentration. Once validated, the method was used in a pilot dosing study of one male subject after taking a 10 mg immediate release tablet of oxycodone. Blood samples were collected at 0.25, 0.50, 0.75, 1.0, 1.5, 2, 3, 4, 5, 6, 8, 9, and 24 h after ingestion. Oxycodone and noroxycodone both reached Tmax at 1.5 h and had Cmax values of 25.9 and 12.8 ng/mL, respectively. Oxycodone, 6α-oxycodol, and 6ß-oxycodol were detectable up to 9 h, while noroxymorphone and noroxycodone were still detected at 24 h.


Assuntos
Cromatografia Líquida de Alta Pressão/métodos , Morfinanos/sangue , Espectrometria de Massas em Tandem/métodos , Humanos , Limite de Detecção , Modelos Lineares , Masculino , Morfinanos/química , Morfinanos/farmacocinética , Reprodutibilidade dos Testes
11.
Pharmacogenet Genomics ; 31(3): 60-67, 2021 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-33075016

RESUMO

OBJECTIVES: Chemotherapy-induced hematological toxicities are potentially life-threatening adverse drug reactions that vary between individuals. Recently, JMJD1C has been associated with gemcitabine/carboplatin-induced thrombocytopenia in non-small-cell lung cancer patients, making it a candidate marker for predicting the risk of toxicity. This study investigates if JMJD1C knockdown affects gemcitabine/carboplatin-sensitivity in cell lines. METHODS: Lentiviral transduction-mediated shRNA knockdown of JMJD1C in the cell lines K562 and MEG-01 were performed using shRNA#32 and shRNA#33. The knockdown was evaluated using qPCR. Cell proliferation, viability, and gemcitabine/carboplatin-sensitivity were subsequently determined using cell counts, trypan blue, and the MTT assay. RESULTS: ShRNA#33 resulted in JMJD1C downregulation by 56.24% in K562 and 68.10% in MEG-01. Despite incomplete knockdown, proliferation (reduction of cell numbers by 61-68%, day 7 post-transduction) and viability (reduction by 21-53%, day 7 post-transduction) were impaired in K562 and MEG-01 cells. Moreover, JMJD1C knockdown reduced the gemcitabine IC50-value for K562 cells (P < 0.01) and MEG-01 cells (P < 0.05) compared to scrambled shRNA control transduced cells. CONCLUSIONS: Our results suggest that JMJD1C is essential for proliferation, survival, and viability of K562 and MEG-01 cells. Further, JMJD1C also potentially affects the cells gemcitabine/carboplatin-sensitivity. Although further research is required, the findings show that JMJD1C could have an influential role for gemcitabine/carboplatin-sensitivity.


Assuntos
Proliferação de Células/efeitos dos fármacos , Histona Desmetilases com o Domínio Jumonji/genética , Leucemia Mielogênica Crônica BCR-ABL Positiva/tratamento farmacológico , Oxirredutases N-Desmetilantes/genética , Carboplatina/efeitos adversos , Carboplatina/farmacologia , Sobrevivência Celular/efeitos dos fármacos , Desoxicitidina/efeitos adversos , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacologia , Técnicas de Silenciamento de Genes , Humanos , Histona Desmetilases com o Domínio Jumonji/antagonistas & inibidores , Células K562 , Leucemia Mielogênica Crônica BCR-ABL Positiva/genética , Leucemia Mielogênica Crônica BCR-ABL Positiva/patologia , Células Mieloides/efeitos dos fármacos , Células Mieloides/patologia , Oxirredutases N-Desmetilantes/antagonistas & inibidores , Gencitabina
12.
BMC Cancer ; 20(1): 950, 2020 Oct 02.
Artigo em Inglês | MEDLINE | ID: mdl-33008332

RESUMO

BACKGROUND: In recent years treatment options for advanced pancreatic cancer have markedly improved, and a combination regimen of gemcitabine and nab-paclitaxel is now considered standard of care in Sweden and elsewhere. Nevertheless, a majority of patients do not respond to treatment. In order to guide the individual patient to the most beneficial therapeutic strategy, simple and easily available prognostic and predictive markers are needed. METHODS: The potential prognostic value of a range of blood/serum parameters, patient-, and tumour characteristics was explored in a retrospective cohort of 75 patients treated with gemcitabine/nab-paclitaxel (Gem/NabP) for advanced pancreatic ductal adenocarcinoma (PDAC) in the South Eastern Region of Sweden. Primary outcome was overall survival (OS) while progression free survival (PFS) was the key secondary outcome. RESULT: Univariable Cox regression analysis revealed that high baseline serum albumin (> 37 g/L) and older age (> 65) were positive prognostic markers for OS, and in multivariable regression analysis both parameters were confirmed to be independent prognostic variables (HR 0.48, p = 0.023 and HR = 0.47, p = 0.039,). Thrombocytopenia at any time during the treatment was an independent predictor for improved progression free survival (PFS) but not for OS (HR 0.49, p = 0.029, 0.54, p = 0.073), whereas thrombocytopenia developed under cycle 1 was neither related with OS nor PFS (HR 0.87, p = 0.384, HR 1.04, p = 0.771). Other parameters assessed (gender, tumour stage, ECOG performance status, myelosuppression, baseline serum CA19-9, and baseline serum bilirubin levels) were not significantly associated with survival. CONCLUSION: Serum albumin at baseline is a prognostic factor with palliative Gem/NabP in advanced PDAC, and should be further assessed as a tool for risk stratification. Older age was associated with improved survival, which encourages further studies on the use of Gem/NabP in the elderly.


Assuntos
Albuminas/uso terapêutico , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Biomarcadores Tumorais/metabolismo , Desoxicitidina/análogos & derivados , Paclitaxel/uso terapêutico , Neoplasias Pancreáticas/tratamento farmacológico , Idoso , Albuminas/farmacologia , Protocolos de Quimioterapia Combinada Antineoplásica/farmacologia , Desoxicitidina/farmacologia , Desoxicitidina/uso terapêutico , Feminino , Humanos , Masculino , Paclitaxel/farmacologia , Prognóstico , Resultado do Tratamento , Gencitabina
13.
NPJ Syst Biol Appl ; 6(1): 25, 2020 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-32839457

RESUMO

Gemcitabine/carboplatin chemotherapy commonly induces myelosuppression, including neutropenia, leukopenia, and thrombocytopenia. Predicting patients at risk of these adverse drug reactions (ADRs) and adjusting treatments accordingly is a long-term goal of personalized medicine. This study used whole-genome sequencing (WGS) of blood samples from 96 gemcitabine/carboplatin-treated non-small cell lung cancer (NSCLC) patients and gene network modules for predicting myelosuppression. Association of genetic variants in PLINK found 4594, 5019, and 5066 autosomal SNVs/INDELs with p ≤ 1 × 10-3 for neutropenia, leukopenia, and thrombocytopenia, respectively. Based on the SNVs/INDELs we identified the toxicity module, consisting of 215 unique overlapping genes inferred from MCODE-generated gene network modules of 350, 345, and 313 genes, respectively. These module genes showed enrichment for differentially expressed genes in rat bone marrow, human bone marrow, and human cell lines exposed to carboplatin and gemcitabine (p < 0.05). Then using 80% of the patients as training data, random LASSO reduced the number of SNVs/INDELs in the toxicity module into a feasible prediction model consisting of 62 SNVs/INDELs that accurately predict both the training and the test (remaining 20%) data with high (CTCAE 3-4) and low (CTCAE 0-1) maximal myelosuppressive toxicity completely, with the receiver-operating characteristic (ROC) area under the curve (AUC) of 100%. The present study shows how WGS, gene network modules, and random LASSO can be used to develop a feasible and tested model for predicting myelosuppressive toxicity. Although the proposed model predicts myelosuppression in this study, further evaluation in other studies is required to determine its reproducibility, usability, and clinical effect.


Assuntos
Medula Óssea/efeitos dos fármacos , Carboplatina/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/genética , Desoxicitidina/análogos & derivados , Redes Reguladoras de Genes/efeitos dos fármacos , Neoplasias Pulmonares/genética , Sequenciamento Completo do Genoma , Medula Óssea/imunologia , Carboplatina/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/imunologia , Desoxicitidina/efeitos adversos , Desoxicitidina/uso terapêutico , Humanos , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/imunologia , Gencitabina
14.
Lung Cancer ; 147: 106-114, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32683206

RESUMO

OBJECTIVES: Gemcitabine/carboplatin treatment is known to cause severe adverse drug reactions which can lead to the need for reduction or cessation of chemotherapy. It would be beneficial to identify patients at risk of severe hematological toxicity in advance before treatment start. This study aims to identify genetic markers for gemcitabine/carboplatin-induced leukopenia and neutropenia in non-small cell lung cancer patients. MATERIAL AND METHODS: Whole-exome sequencing was performed on 215 patients. Association analysis was performed on single-nucleotide variants (SNVs) and genes, and the validation was based on an independent genome-wide association study (GWAS). Based on the association and validation analyses the genetic variants were then selected for and used in weighted genetic risk score (wGRS) prediction models for leukopenia and neutropenia. RESULTS: Association analysis identified 50 and 111 SNVs, and 12 and 20 genes, for leukopenia and neutropenia, respectively. Of these SNVS 20 and 19 were partially validated for leukopenia and neutropenia, respectively. The genes SVIL (p = 2.48E-06) and EFCAB2 (p = 4.63E-06) were significantly associated with leukopenia contain the partially validated SNVs rs3740003, rs10160013, rs1547169, rs10927386 and rs10927387. The wGRS prediction models showed significantly different risk scores for high and low toxicity patients. CONCLUSION: We have identified and partially validated genetic biomarkers in SNVs and genes correlated to gemcitabine/carboplatin-induced leukopenia and neutropenia and created wGRS models for predicting the risk of chemotherapy-induced hematological toxicity. These results provide a strong foundation for further studies of chemotherapy-induced toxicity.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Leucopenia , Neoplasias Pulmonares , Neutropenia , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Carboplatina/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Carcinoma Pulmonar de Células não Pequenas/genética , Desoxicitidina/análogos & derivados , Estudo de Associação Genômica Ampla , Humanos , Leucopenia/induzido quimicamente , Leucopenia/genética , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Neutropenia/induzido quimicamente , Neutropenia/genética , Sequenciamento do Exoma , Gencitabina
15.
Genes (Basel) ; 11(5)2020 05 14.
Artigo em Inglês | MEDLINE | ID: mdl-32422951

RESUMO

Treatments that include gemcitabine and carboplatin induce dose-limiting myelosuppression. The understanding of how human bone marrow is affected on a transcriptional level leading to the development of myelosuppression is required for the implementation of personalized treatments in the future. In this study, we treated human hematopoietic stem and progenitor cells (HSPCs) harvested from a patient with chronic myelogenous leukemia (CML) with gemcitabine/carboplatin. Thereafter, scRNA-seq was performed to distinguish transcriptional effects induced by gemcitabine/carboplatin. Gene expression was calculated and evaluated among cells within and between samples compared to untreated cells. Cell cycle analysis showed that the treatments effectively decrease cell proliferation, indicated by the proportion of cells in the G2M-phase dropping from 35% in untreated cells to 14.3% in treated cells. Clustering and t-SNE showed that cells within samples and between treated and untreated samples were affected differently. Enrichment analysis of differentially expressed genes showed that the treatments influence KEGG pathways and Gene Ontologies related to myeloid cell proliferation/differentiation, immune response, cancer, and the cell cycle. The present study shows the feasibility of using scRNA-seq and chemotherapy-treated HSPCs to find genes, pathways, and biological processes affected among and between treated and untreated cells. This indicates the possible gains of using single-cell toxicity studies for personalized medicine.


Assuntos
Carboplatina/farmacologia , Desoxicitidina/análogos & derivados , Células-Tronco Hematopoéticas/química , Análise de Célula Única , Ciclo Celular , Células Cultivadas , Desoxicitidina/farmacologia , Expressão Gênica , Ontologia Genética , Células-Tronco Hematopoéticas/efeitos dos fármacos , Humanos , Leucemia Mielogênica Crônica BCR-ABL Positiva/patologia , RNA-Seq , Alinhamento de Sequência , Gencitabina
16.
Pharmacol Res Perspect ; 8(2): e00581, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-32266784

RESUMO

Single nucleotide polymorphisms (SNPs) in the gene for multidrug resistance protein ABCG2, an erlotinib transporter, is a possible contributor to the interindividual variation observed in erlotinib pharmacokinetics and toxicity. Therefore, the aim was to study erlotinib efflux by ABCG2 wild-type (wt) and ABCG2 polymorphic variants in the K562 cell line. The chronic myeloid leukemia K562 cell line, neither expressing EGFR nor ABCG2, was transduced with vectors containing the ABCG2 wt, the SNPs: 34 G > A and 421 C > A, or with empty vector (K562/ve). ABCG2-expressing cells were enriched using magnetic sorting and the expression was verified using flow cytometry. Intracellular erlotinib concentrations were analyzed by LC-MS/MS after incubation with 1 µmol/L erlotinib for 60 minutes. All recombinant cell lines were confirmed carriers of the vector and expressed ABCG2. Differences in intracellular erlotinib concentrations were observed between K562/ve and K562 ABCG2 wt and between K562/ve and K562 ABCG2 34G > A (both P ≤ .001, one-way ANOVA with Tukey HSD post hoc test), indicating that the cell lines carrying ABCG2 wt and ABCG2 34G > A actively transports erlotinib out of the cells. The ABCG2 34G > A cell line had a higher transport capacity compared with ABCG2 wt after adjusting for ABCG2 expression (P = .024, t test). No differences were observed between K562/ve and K562 ABCG2 421 C > A. Genetic polymorphism in the ABCG2 gene has an influence on the transport of erlotinib which can contribute to the observed variation in erlotinib pharmacokinetics and toxicity.


Assuntos
Membro 2 da Subfamília G de Transportadores de Cassetes de Ligação de ATP/genética , Antineoplásicos/farmacologia , Cloridrato de Erlotinib/farmacologia , Proteínas de Neoplasias/genética , Inibidores de Proteínas Quinases/farmacologia , Transporte Biológico , Humanos , Células K562 , Polimorfismo de Nucleotídeo Único
17.
ESC Heart Fail ; 7(3): 1210-1216, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32301586

RESUMO

Myocarditis most often affects otherwise healthy athletes and is one of the leading causes of sudden death in children and young adults. Arrhythmogenic right ventricular cardiomyopathy (ARVC) is a genetically determined heart muscle disorder with increased risk for paroxysmal ventricular arrhythmias and sudden cardiac death. The clinical picture of myocarditis and ARVC may overlap during the early stages of cardiomyopathy, which may lead to misdiagnosis. In the literature, we found several cases that presented with episodes of myocarditis and ended up with a diagnosis of arrhythmogenic cardiomyopathy, mostly of the left predominant type. The aim of this case presentation is to shed light upon a possible link between myocarditis, a desmoplakin (DSP) gene variant, and ARVC by describing a case of male monozygotic twins who presented with symptoms and signs of myocarditis at 17 and 18 years of age, respectively. One of them also had a recurrent episode of myocarditis. The twins and their family were extensively examined including electrocardiograms (ECG), biochemistry, multimodal cardiac imaging, myocardial biopsy, genetic analysis, repeated cardiac magnetic resonance (CMR) and echocardiography over time. Both twins presented with chest pain, ECG with slight ST-T elevation, and increased troponin T levels. CMR demonstrated an affected left ventricle with comprehensive inflammatory, subepicardial changes consistent with myocarditis. The right ventricle did not appear to have any abnormalities. Genotype analysis revealed a nonsense heterozygous variant in the desmoplakin (DSP) gene [NM_004415.2:c.2521_2522del (p.Gln841Aspfs*9)] that is considered likely pathogenic and presumably ARVC related. There was no previous family history of heart disease. There might be a common pathophysiology of ARVC, associated with desmosomal dysfunction, and myocarditis. In our case, both twins have an affected left ventricle without any right ventricular involvement, and they are carriers of a novel DSP variant that is likely associated with ARVC. The extensive inflammation of the LV that was apparent in the CMR may or may not be the primary event of ARVC. Nevertheless, our data suggest that irrespective of a possible link here to ARVC, genetic testing for arrhythmogenic cardiomyopathy might be advisable for patients with recurrent myocarditis associated with a family history of myocarditis.


Assuntos
Displasia Arritmogênica Ventricular Direita , Miocardite , Adolescente , Displasia Arritmogênica Ventricular Direita/diagnóstico , Displasia Arritmogênica Ventricular Direita/genética , Desmoplaquinas/genética , Testes Genéticos , Humanos , Masculino , Miocardite/complicações , Miocardite/diagnóstico , Miocardite/genética , Gêmeos Monozigóticos
18.
Pharmacogenomics J ; 20(2): 213-219, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31624332

RESUMO

Standard treatment for glioblastoma (GBM) patients is surgery and radiochemotherapy (RCT) with temozolomide (TMZ). TMZ is a substrate for ABCB1, a transmembrane drug transporter. It has been suggested that survival for GBM patients receiving TMZ is influenced by different single-nucleotide variants (SNV) of ABCB1. We therefore examined SNV:s of ABCB1, namely 1199G>A, 1236C>T, 2677G>T/A, and 3435C>T and correlated to survival for GBM patients receiving RCT. In a pilot cohort (97 patients) a significant correlation to survival was found for SNV 1199G>A, with median OS for variant G/G patients being 18.2 months versus 11.5 months for A/G (p = 0.012). We found no correlation to survival for the other SNV:s. We then expanded the cohort to 179 patients (expanded cohort) and also included a confirmatory cohort (49 patients) focusing on SNV 1199G>A. Median OS for G/G versus A/G plus A/A was 15.7 and 11.5 months, respectively (p = 0.085) for the expanded cohort and 13.8 versus 16.8 months (p = 0.19) for the confirmatory. In conclusion, in patients with GBM receiving RCT with TMZ, no correlation with survival was found for the SNV:s 1236C>T, 2677G>T/A, and 3435C>T of ABCB1. Although the SNV 1199G>A might have some impact, a clinically significant role could not be confirmed.


Assuntos
Neoplasias Encefálicas/genética , Quimiorradioterapia/métodos , Glioblastoma/genética , Polimorfismo de Nucleotídeo Único/genética , Temozolomida/administração & dosagem , Subfamília B de Transportador de Cassetes de Ligação de ATP/genética , Adulto , Idoso , Antineoplásicos Alquilantes/administração & dosagem , Neoplasias Encefálicas/mortalidade , Neoplasias Encefálicas/terapia , Estudos de Coortes , Feminino , Variação Genética/genética , Glioblastoma/mortalidade , Glioblastoma/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Projetos Piloto , Taxa de Sobrevida/tendências , Suécia/epidemiologia , Resultado do Tratamento
19.
Pharmacogenomics J ; 20(2): 179-191, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-31616045

RESUMO

Chemotherapy-induced myelosuppression, including thrombocytopenia, is a recurrent problem during cancer treatments that may require dose alterations or cessations that could affect the antitumor effect of the treatment. To identify genetic markers associated with treatment-induced thrombocytopenia, we whole-exome sequenced 215 non-small cell lung cancer patients homogeneously treated with gemcitabine/carboplatin. The decrease in platelets (defined as nadir/baseline) was used to assess treatment-induced thrombocytopenia. Association between germline genetic variants and thrombocytopenia was analyzed at single-nucleotide variant (SNV) (based on the optimal false discovery rate, the severity of predicted consequence, and effect), gene, and pathway levels. These analyses identified 130 SNVs/INDELs and 25 genes associated with thrombocytopenia (P-value < 0.002). Twenty-three SNVs were validated in an independent genome-wide association study (GWAS). The top associations include rs34491125 in JMJD1C (P-value = 9.07 × 10-5), the validated variants rs10491684 in DOCK8 (P-value = 1.95 × 10-4), rs6118 in SERPINA5 (P-value = 5.83 × 10-4), and rs5877 in SERPINC1 (P-value = 1.07 × 10-3), and the genes CAPZA2 (P-value = 4.03 × 10-4) and SERPINC1 (P-value = 1.55 × 10-3). The SNVs in the top-scoring pathway "Factors involved in megakaryocyte development and platelet production" (P-value = 3.34 × 10-4) were used to construct weighted genetic risk score (wGRS) and logistic regression models that predict thrombocytopenia. The wGRS predict which patients are at high or low toxicity risk levels, for CTCAE (odds ratio (OR) = 22.35, P-value = 1.55 × 10-8), and decrease (OR = 66.82, P-value = 5.92 × 10-9). The logistic regression models predict CTCAE grades 3-4 (receiver operator characteristics (ROC) area under the curve (AUC) = 0.79), and large decrease (ROC AUC = 0.86). We identified and validated genetic variations within hematopoiesis-related pathways that provide a solid foundation for future studies using genetic markers for predicting chemotherapy-induced thrombocytopenia and personalizing treatments.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Carboplatina/efeitos adversos , Carcinoma Pulmonar de Células não Pequenas/genética , Desoxicitidina/análogos & derivados , Hematopoese/genética , Neoplasias Pulmonares/tratamento farmacológico , Polimorfismo de Nucleotídeo Único , Trombocitopenia/induzido quimicamente , Idoso , Protocolos de Quimioterapia Combinada Antineoplásica/administração & dosagem , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Carboplatina/administração & dosagem , Carboplatina/uso terapêutico , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , DNA/genética , Desoxicitidina/administração & dosagem , Desoxicitidina/efeitos adversos , Desoxicitidina/uso terapêutico , Feminino , Estudo de Associação Genômica Ampla , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Neoplasias Pulmonares/genética , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Trombocitopenia/genética , Gencitabina
20.
Br J Clin Pharmacol ; 85(8): 1704-1709, 2019 08.
Artigo em Inglês | MEDLINE | ID: mdl-30945322

RESUMO

AIMS: Erlotinib is a tyrosine kinase inhibitor used in the treatment of non-small cell lung cancer highly metabolized by the cytochrome P450 (CYP) 3A. Hence, CYP3A4 activity might be a useful predictor of erlotinib pharmacokinetics in personalized medicine. The effect of erlotinib on CYP3A activity was therefore studied in non-small cell lung cancer patients. METHODS: The study included 32 patients scheduled for erlotinib monotherapy. CYP3A activity was assessed using quinine as a probe before and during erlotinib treatment. Plasma from blood samples drawn 16 hours post quinine administration were analysed using HPLC with fluorescence detection to determine the quinine/3-OH-quinine ratio. RESULTS: Matched samples, available from 13 patients, showed an induction of CYP3A activity (P = 0.003, Wilcoxon's signed rank test) after 2 months of treatment. The quinine/3-OH-quinine ratio decreased from 20.2 (± 13.4) at baseline to 11.0 (± 4.34). Single-point samples, available from 19 patients, supported the decrease in ratio (P = 0.007, Mann-Whitney U-test). Generally, females had a higher CYP3A activity both at baseline and after two months of treatment. Statistical analysis by gender also showed significant increase in CYP3A activity (males, n = 10, P = 0.001, and females, n = 22, P = 0.001). CONCLUSIONS: An induction of CYP3A activity was observed after 2 months of erlotinib treatment which was also seen when subdividing based on gender. It could be important to take this into consideration for patients co-administering other CYP3A-metabolizing drugs during erlotinib treatment and also makes it difficult to use baseline CYP3A activity to predict erlotinib pharmacokinetics.


Assuntos
Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Citocromo P-450 CYP3A/metabolismo , Cloridrato de Erlotinib/farmacocinética , Neoplasias Pulmonares/tratamento farmacológico , Inibidores de Proteínas Quinases/farmacocinética , Idoso , Idoso de 80 Anos ou mais , Carcinoma Pulmonar de Células não Pequenas/metabolismo , Interações Medicamentosas , Monitoramento de Medicamentos/métodos , Cloridrato de Erlotinib/uso terapêutico , Feminino , Humanos , Neoplasias Pulmonares/metabolismo , Masculino , Pessoa de Meia-Idade , Inibidores de Proteínas Quinases/uso terapêutico , Quinina/administração & dosagem , Quinina/metabolismo , Fatores Sexuais
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