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1.
Nat Commun ; 14(1): 4308, 2023 07 18.
Artigo em Inglês | MEDLINE | ID: mdl-37463882

RESUMO

A comprehensive characterization of blood proteome profiles in cancer patients can contribute to a better understanding of the disease etiology, resulting in earlier diagnosis, risk stratification and better monitoring of the different cancer subtypes. Here, we describe the use of next generation protein profiling to explore the proteome signature in blood across patients representing many of the major cancer types. Plasma profiles of 1463 proteins from more than 1400 cancer patients are measured in minute amounts of blood collected at the time of diagnosis and before treatment. An open access Disease Blood Atlas resource allows the exploration of the individual protein profiles in blood collected from the individual cancer patients. We also present studies in which classification models based on machine learning have been used for the identification of a set of proteins associated with each of the analyzed cancers. The implication for cancer precision medicine of next generation plasma profiling is discussed.


Assuntos
Neoplasias Hematológicas , Neoplasias , Humanos , Proteoma/metabolismo , Neoplasias/diagnóstico , Neoplasias/metabolismo , Medicina de Precisão , Aprendizado de Máquina
2.
Biochem Pharmacol ; 203: 115184, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35872325

RESUMO

Loss of heterozygosity (LOH) is a hallmark feature of cancer genomes that reduces allelic variation, thereby creating tumor specific vulnerabilities which could be exploited for therapeutic purposes. We previously reported that loss of drug metabolic arylamine N-acetyltransferase 2 (NAT2) activity following LOH at 8p22 could be targeted for collateral lethality anticancer therapy in colorectal cancer (CRC). Here, we report a novel compound CBK034026C that exhibits specific toxicity towards CRC cells with high NAT2 activity. Connectivity Map analysis revealed that CBK034026C elicited a response pattern related to ATPase inhibitors. Similar to ouabain, a potent inhibitor of the Na+/K+-ATPase, CBK034026C activated the Nf-kB pathway. Further metabolomic profiling revealed downregulation of pathways associated with antioxidant defense and mitochondrial metabolism in CRC cells with high NAT2 activity, thereby weakening the protective response to oxidative stress induced by CBK034026C. The identification of a small molecule targeting metabolic vulnerabilities caused by NAT2 activity provides novel avenues for development of anticancer agents.


Assuntos
Antineoplásicos , Arilamina N-Acetiltransferase , Neoplasias Colorretais , Acetiltransferases/genética , Adenosina Trifosfatases , Alelos , Antineoplásicos/farmacologia , Arilamina N-Acetiltransferase/genética , Arilamina N-Acetiltransferase/metabolismo , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Humanos
3.
Sci Rep ; 10(1): 22436, 2020 12 31.
Artigo em Inglês | MEDLINE | ID: mdl-33384440

RESUMO

Therapies targeting somatic bystander genetic events represent a new avenue for cancer treatment. We recently identified a subset of colorectal cancer (CRC) patients who are heterozygous for a wild-type and a low activity allele (NAT2*6) but lack the wild-type allele in their tumors due to loss of heterozygosity (LOH) at 8p22. These tumors were sensitive to treatment with a cytotoxic substrate of NAT2 (6-(4-aminophenyl)-N-(3,4,5-trimethoxyphenyl)pyrazin-2-amine, APA), and pointed to NAT2 loss being a therapeutically exploitable vulnerability of CRC tumors. To better estimate the total number of treatable CRC patients, we here determined whether tumor cells retaining also other NAT2 low activity variants after LOH respond to APA treatment. The prevalent low activity alleles NAT2*5 and NAT2*14, but not NAT2*7, were found to be low metabolizers with high sensitivity to APA. By analysis of two different CRC patient cohorts, we detected heterozygosity for NAT2 alleles targetable by APA, along with allelic imbalances pointing to LOH, in ~ 24% of tumors. Finally, to haplotype the NAT2 locus in tumor and patient-matched normal samples in a clinical setting, we develop and demonstrate a long-read sequencing based assay. In total, > 79.000 CRC patients per year fulfil genetic criteria for high sensitivity to a NAT2 LOH therapy and their eligibility can be assessed by clinical sequencing.


Assuntos
Alelos , Antineoplásicos/uso terapêutico , Arilamina N-Acetiltransferase/antagonistas & inibidores , Arilamina N-Acetiltransferase/genética , Neoplasias Colorretais/tratamento farmacológico , Neoplasias Colorretais/genética , Inibidores Enzimáticos/uso terapêutico , Terapia de Alvo Molecular , Antineoplásicos/farmacologia , Linhagem Celular Tumoral , Sobrevivência Celular/efeitos dos fármacos , Sobrevivência Celular/genética , Inibidores Enzimáticos/farmacologia , Frequência do Gene , Haplótipos , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Fenótipo , Imagem Individual de Molécula
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