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1.
Blood Adv ; 7(14): 3764-3774, 2023 07 25.
Article En | MEDLINE | ID: mdl-37058477

In the Fondazione Italiana Linfomi MCL0208 phase 3 trial, lenalidomide maintenance (LEN) after autologous stem cell transplantation (ASCT) in mantle cell lymphoma (MCL) improved progression-free survival (PFS) vs observation (OBS). The host pharmacogenetic background was analyzed to decipher whether single-nucleotide polymorphisms (SNPs) of genes encoding transmembrane transporters, metabolic enzymes, or cell-surface receptors might predict drug efficacy. Genotypes were obtained via real-time polymerase chain reaction of the peripheral blood germ line DNA. Polymorphisms of ABCB1 and VEGF were found in 69% and 79% of 278 patients, respectively, and predicted favorable PFS vs homozygous wild-type (WT) in the LEN arm was 3-year PFS of 85% vs 70% (P < .05) and 85% vs 60% (P < .01), respectively. Patients carrying both ABCB1 and VEGF WT had the poorest 3-year PFS (46%) and overall survival (76%); in fact, in these patients, LEN did not improve PFS vs OBS (3-year PFS, 44% vs 60%; P = .62). Moreover, the CRBN polymorphism (n = 28) was associated with lenalidomide dose reduction or discontinuation. Finally, ABCB1, NCF4, and GSTP1 polymorphisms predicted lower hematological toxicity during induction, whereas ABCB1 and CRBN polymorphisms predicted lower risk of grade ≥3 infections. This study demonstrates that specific SNPs represent candidate predictive biomarkers of immunochemotherapy toxicity and LEN efficacy after ASCT in MCL.


Hematopoietic Stem Cell Transplantation , Lymphoma, Mantle-Cell , Adult , Humans , Biomarkers , Lenalidomide/therapeutic use , Lymphoma, Mantle-Cell/drug therapy , Lymphoma, Mantle-Cell/genetics , Transplantation, Autologous , Vascular Endothelial Growth Factor A
2.
Genome Biol Evol ; 15(3)2023 03 03.
Article En | MEDLINE | ID: mdl-36881851

The Ascomycota form the largest phylum in the fungal kingdom and show a wide diversity of lifestyles, some involving associations with plants. Genomic data are available for many ascomycetes that are pathogenic to plants, but endophytes, which are asymptomatic inhabitants of plants, are relatively understudied. Here, using short- and long-read technologies, we have sequenced and assembled genomes for 15 endophytic ascomycete strains from CABI's culture collections. We used phylogenetic analysis to refine the classification of taxa, which revealed that 7 of our 15 genome assemblies are the first for the genus and/or species. We also demonstrated that cytometric genome size estimates can act as a valuable metric for assessing assembly "completeness", which can easily be overestimated when using BUSCOs alone and has broader implications for genome assembly initiatives. In producing these new genome resources, we emphasise the value of mining existing culture collections to produce data that can help to address major research questions relating to plant-fungal interactions.


Ascomycota , Endophytes , Phylogeny , Endophytes/genetics , Ascomycota/genetics , Genomics
3.
Pharmacogenomics J ; 21(2): 233-242, 2021 04.
Article En | MEDLINE | ID: mdl-33462346

Modified FOLFIRINOX (mFOLFIRINOX) and gemcitabine + nab-paclitaxel (GemNab) regimens represent a standard treatment in advanced pancreatic cancer (aPC). DPYD and UGT1A1 variants are relevant predictors of fluoropyrimidine and irinotecan-associated adverse events (AEs). Furthermore, data about the associations between polymorphisms in ABCB and CDA genes and GemNab-related toxicities are still controversial. The present study analyzes the association between DPYD, UGT, ABCB1, CDA variants, and AEs in aPC patients (pts) treated with mFOLFIRINOX or GemNab. Blood samples collected from 104 aPC pts treated with mFOLFIRINOX and 63 with GemNab were tested for DPYD c.1679T>G, IVS14+1G>A, c.2194G>A, c.2846A>T, UGT1A1*28, CDA c.79A>C, and ABCB1 c.1236C>T, c.2677G>T/A, c.3435C>T by real-time PCR and automatic sequencing. In mFOLFIRINOX cohort, DPYD IVS14+1GA genotype was associated with G4 hematological AEs, while the UGT1A1*28 significantly correlated with the risk of thrombocytopenia (p = 0.006). In the GemNab cohort, a significant association between CDA c.79CC and high-grade nausea was observed (p = 0.002). Moreover, the presence of at least a mutant allele in ABCB1 increased the risk of overall hematological AEs (p = 0.01), both further strengthened by the presence of CDA c.79CC (p = 0.0002). DPYD IVS14+1A allele is confirmed to be associated with fluoropyrimidine life-threatening toxicities, and UGT1A1*28 is related with a higher risk of hematologic AEs following irinotecan treatment. CDA c.79C and ABCB1 c.1236T, c.2677T/A, and c.3435T mutant alleles are predictive biomarkers of GemNab-related AEs. All these variants should be considered in aPC pts candidate to mFOLFIRINOX or GemNab treatments.


Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Cytidine Deaminase/genetics , Glucuronosyltransferase/genetics , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Polymorphism, Genetic/genetics , ATP Binding Cassette Transporter, Subfamily B/genetics , Adult , Aged , Albumins/administration & dosage , Alleles , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Female , Fluorouracil/therapeutic use , Genotype , Humans , Leucovorin/therapeutic use , Male , Middle Aged , Organoplatinum Compounds/therapeutic use , Paclitaxel/administration & dosage , Pharmacogenomic Testing/methods , Gemcitabine
4.
Mycorrhiza ; 30(5): 577-587, 2020 Sep.
Article En | MEDLINE | ID: mdl-32734329

Mycorrhizal fungi are critical components of terrestrial habitats and agroecosystems. Recently, Mucoromycotina fine root endophyte fungi (MucFRE) were found to engage in nutritional mutualism with Lycopodiella inundata, which belongs to one of the earliest vascular plant lineages known to associate with MucFRE. The extent to which this mutualism plays a role in resilient plant populations can only be understood by examining its occurrence rate and phenological patterns. To test for prevalence and seasonality in colonization, we examined 1305 individual L. inundata roots from 275 plants collected during spring and autumn 2019 across 11 semi-natural heathlands in Britain and the Netherlands. We quantified presence/absence of fine root endophyte (FRE) hyphae and vesicles and explored possible relationships between temperature and precipitation in the months immediately before sampling. Fine root endophyte hyphae were dominant in all of the examined heathlands, and every colonized root had FRE in both cortical cells and root hairs. However, we found significant differences in colonization between the two seasons at every site. Overall, 14% of L. inundata roots were colonized in spring (2.4% with vesicles) compared with 86% in autumn (7.6% with vesicles). Colonization levels between populations were also significantly different, correlating with temperature and precipitation, suggesting some local environments may be more conducive to root and related hyphal growth. These marked seasonal differences in host-plant colonization suggest that results about FRE from single time point collections should be carefully interpreted. Our findings are relevant to habitat restoration, species conservation plans, agricultural bio-inoculation treatments, and microbial diversity studies.


Endophytes , Mycorrhizae , Plant Roots , Plants , Prevalence , Symbiosis
5.
Crit Rev Oncol Hematol ; 154: 102891, 2020 Oct.
Article En | MEDLINE | ID: mdl-32340783

Chemotherapy is the reference treatment for patients with advanced urothelial carcinoma, both in the neo-adjuvant and adjuvant settings; however, the overall outcome remains poor in this patient population. In the last few years, the addition of immune checkpoint inhibitors into the therapeutic armamentarium has changed the therapeutic landscape of several tumor types, including urothelial carcinoma. Many different molecules have been introduced in the clinical use and several questions about immunotherapies are currently open and deserve a critical analysis. The current review article is aimed at describing the clinical pharmacology of monoclonal antibodies targeting PD-1 axis in urothelial malignancies to underline pharmacodynamic and pharmacokinetic differences among them.

6.
Environ Microbiol ; 22(6): 2080-2093, 2020 06.
Article En | MEDLINE | ID: mdl-32114708

Plants host microbial communities that can be affected by environmental conditions and agronomic practices. Despite the role of bark as a reservoir of plant pathogens and beneficial microorganisms, no information is available on the effects of disease management on the taxonomic composition of the bark-associated communities of apple trees. We assessed the impact of disease management strategies on fungal and bacterial communities on the bark of a scab-resistant apple cultivar in two orchard locations and for two consecutive seasons. The amplicon sequencing revealed that bark age and orchard location strongly affected fungal and bacterial diversity. Microbiota dissimilarity between orchards evolved during the growing season and showed specific temporal series for fungal and bacterial populations in old and young bark. Disease management did not induce global changes in the microbial populations across locations and seasons, but specifically affected the abundance of some taxa according to bark age, orchard location and sampling time. Therefore, the disease management applied to scab-resistant cultivars, which is based on a limited use of fungicides, partially changed the taxonomic composition of bark-associated fungal and bacterial communities, suggesting the need for a more accurate risk assessment regarding possible pathogen outbreaks.


Bacteria/classification , Fungi/classification , Fungicides, Industrial/pharmacology , Malus/microbiology , Plant Bark/microbiology , Plant Diseases/prevention & control , Bacteria/genetics , Disease Management , Fungi/genetics , Microbiota/genetics , Plant Diseases/microbiology , Plant Diseases/therapy
7.
Bio Protoc ; 10(20): e3786, 2020 Oct 20.
Article En | MEDLINE | ID: mdl-33659441

Identifying microscopic mycorrhizal fungal structures in roots, i.e., hyphae, vesicles and arbuscules, requires root staining procedures that are often time consuming and involves chemicals known to present health risks from exposure. By modifying established protocols, our root staining method stains roots using a safe ink- and vinegar-based staining solution, followed by a 2-16 h-long de-staining period. The entire procedure can be completed in less than 6 h (plus up to 16 h de-staining overnight) and roots are suitable for semi-permanent and permanent slide mounting for light microscopy. We tested our method on hundreds of wild-sourced roots from two different plant species: Lycopodiella inundata, a herbaceous clubmoss with tough water-resistant roots, and Sambucus nigra, a temperate woody shrub. Both plants associate with endomycorrhizae, L. inundata predominantly with Mucoromycotina fine root endophytes (MucFRE) and S. nigra with Glomeromycota arbuscular mycorrhizal fungi (AMF). Here we describe a simple, efficient, repeatable and safe method to detect the presence of fungal structures using light microscopy.

8.
Crit Rev Oncol Hematol ; 144: 102812, 2019 Dec.
Article En | MEDLINE | ID: mdl-31698313

Chemotherapy is the reference treatment for patients with advanced urothelial carcinoma, both in the neo-adjuvant and adjuvant settings; however, the overall outcome remains poor in this patient population. In the last few years, the addition of immune checkpoint inhibitors into the therapeutic armamentarium has changed the therapeutic landscape of several tumor types, including urothelial carcinoma. Many different molecules have been introduced on the market and several questions about immunotherapies are currently open and deserve a critical analysis. The current review article is aimed at describing the clinical pharmacology of monoclonal antibodies targeting PD-1 axis in urothelial malignancies to underline possible pharmacodynamic and pharmacokinetic differences among them.


Antibodies, Monoclonal/therapeutic use , Programmed Cell Death 1 Receptor , Urinary Bladder Neoplasms , B7-H1 Antigen , Carcinoma, Transitional Cell , Humans , Immunotherapy
10.
Front Oncol ; 9: 1417, 2019.
Article En | MEDLINE | ID: mdl-31921674

In recent years, many efforts have been addressed to the growing field of precision medicine in order to offer individual treatments to every patient on the basis of his/her genetic background. Formerly adopted to achieve new disease classifications as it is still done, innovative platforms, such as microarrays, genome-wide association studies (GWAS), and next generation sequencing (NGS), have made the progress in pharmacogenetics faster and cheaper than previously expected. Several studies in lymphoma patients have demonstrated that these platforms can be used to identify biomarkers predictive of drug efficacy and tolerability, discovering new possible druggable proteins. Indeed, GWAS and NGS allow the investigation of the human genome, finding interesting associations with putative or unexpected targets, which in turns may represent new therapeutic possibilities. Importantly, some objective difficulties have initially hampered the translation of findings in clinical routines, such as the poor quantity/quality of genetic material or the paucity of targets that could be investigated at the same time. At present, some of these technical issues have been partially solved. Furthermore, these analyses are growing in parallel with the development of bioinformatics and its capabilities to manage and analyze big data. Because of pharmacogenetic markers may become important during drug development, regulatory authorities (i.e., EMA, FDA) are preparing ad hoc guidelines and recommendations to include the evaluation of genetic markers in clinical trials. Concerns and difficulties for the adoption of genetic testing in routine are still present, as well as affordability, reliability and the poor confidence of some patients for these tests. However, genetic testing based on predictive markers may offers many advantages to caregivers and patients and their introduction in clinical routine is justified.

11.
Pharmacogenomics ; 20(1): 49-68, 2019 01.
Article En | MEDLINE | ID: mdl-30520336

Circulating tumor DNA, circulating tumor cells and tumor-related exosomes may offer new opportunities to provide insights into the biological and clinical characteristics of a neoplastic disease. They represent alternative routes for diagnostic and prognostic purposes, and for predicting and longitudinally monitoring response to treatment and disease progression. Hence, circulating biomarkers represent promising noninvasive tools in the scenario of pancreatic cancer, where neither molecular nor clinical predictors of treatment benefit have been identified yet. This review aims to provide an overview of the current status of circulating biomarker research in pancreatic cancer, and discusses their potential clinical utility to facilitate clinical decision-making.


Pancreatic Neoplasms/diagnosis , Pancreatic Neoplasms/pathology , Biomarkers, Tumor/blood , Disease Progression , Humans , Liquid Biopsy/methods , Neoplastic Cells, Circulating/pathology , Pancreatic Neoplasms/blood , Prognosis
12.
Br J Cancer ; 119(10): 1252-1258, 2018 11.
Article En | MEDLINE | ID: mdl-30397287

BACKGROUND: Circulating cell-free DNA (cfDNA) may help understand the molecular response to pharmacologic treatment and provide information on dynamics of clonal heterogeneity. Therefore, this study evaluated the correlation between treatment outcome and activating EGFR mutations (act-EGFR) and T790M in cfDNA in patients with advanced NSCLC given osimertinib. METHODS: Thirty-four NSCLC patients resistant to first/second-generation EGFR-TKIs, positive for both act-EGFR and T790M in cfDNA at the time of progression were enrolled in this study. Plasma samples were obtained at osimertinib baseline and after 3 months of therapy; cfDNA was analyzed by droplet digital PCR and results were expressed as mutant allele frequency (MAF). RESULTS: At baseline, act-EGFR MAF was significantly higher than T790M (p < 0.0001). act-EGFR MAF and T790M/act-EGFR MAF ratio were significantly correlated with disease response (p = 0.02). Cut-off values of act-EGFR MAF and T790M/act-EGFR ratio of 2.6% and 0.22 were found, respectively. The PFS of patients with act-EGFR MAF of > 2.6% and < 2.6%, were 10 months vs. not reached, respectively (p = 0.03), whereas patients with T790M/act-EGFR ≤ 0.22 had poorer PFS than patients with a value of > 0.22 (6 months vs. not reached, respectively, p = 0.01). CONCLUSION: act-EGFR MAF and T790M/act-EGFR MAF ratio are potential markers of outcome in patients treated with osimertinib.


Acrylamides/therapeutic use , Aniline Compounds/therapeutic use , Antineoplastic Agents/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Cell-Free Nucleic Acids/blood , Cell-Free Nucleic Acids/genetics , Lung Neoplasms/drug therapy , Mutation , Adult , Aged , Aged, 80 and over , Carcinoma, Non-Small-Cell Lung/blood , Carcinoma, Non-Small-Cell Lung/genetics , ErbB Receptors/genetics , Female , Humans , Lung Neoplasms/blood , Lung Neoplasms/genetics , Male , Treatment Outcome
13.
Ther Drug Monit ; 40(5): 602-609, 2018 10.
Article En | MEDLINE | ID: mdl-29979333

BACKGROUND: Several factors contribute to the high variability of linezolid plasma exposure in patients. Very recently, it has been suggested that linezolid could be an ABCB1 substrate. Therefore, the present clinical study was aimed at investigating whether ABCB1 polymorphisms could predict linezolid pharmacokinetics in 27 critically ill patients. METHODS: Genotypes were assessed through a real-time polymerase chain reaction allelic discrimination system, and linezolid plasma concentrations, considering trough concentration (Ctrough) and area under the time-concentration curve (AUC), were analyzed through a nonlinear mixed-effects modeling approach. RESULTS: A significant effect of abcb1 c.3435C>T polymorphism on linezolid clearance was found, whose values accounted for 13.19 L/h in wild-type homozygotes and 7.82 L/h in the remaining individuals. That difference was statistically significant despite the large interindividual variability (60.8%). Terminal half-life and volume of distribution values significantly differed between c.3435CC and c.3435CT/TT patients (2.78 versus 5.45 hours and 37.43 versus 46.71 L, respectively). On the contrary, a modest trend was observed for the difference in AUC and Ctrough based on c.3435C>T genotypes. Simulation according to the final model revealed that the cumulative response fraction for the AUC/MIC parameter was better for .3435CC individuals compared with individuals carrying at least one c.3435T allele with respect to methicillin-sensitive S. aureus, methicillin-resistant S. aureus, and Streptococcus pneumoniae species. CONCLUSIONS: The obtained results suggest the possible influence of ABCB1 in linezolid pharmacokinetics, bringing new interest for pharmacogenetic analyses in antimicrobial chemotherapy. These analyses could be incorporated in therapeutic protocols for precision medicine, including a combined use of genetic evaluation (for starting dose) and follow-up therapeutic drug monitoring.


Linezolid/pharmacokinetics , ATP Binding Cassette Transporter, Subfamily B/genetics , Aged , Alleles , Area Under Curve , Female , Genotype , Humans , Linezolid/blood , Male , Middle Aged , Polymorphism, Single Nucleotide
14.
Microbiol Res ; 211: 57-68, 2018 Jun.
Article En | MEDLINE | ID: mdl-29705206

Plant tissues host complex fungal and bacterial communities, and their composition is determined by host traits such as tissue age, plant genotype and environmental conditions. Despite the importance of bark as a possible reservoir of plant pathogenic microorganisms, little is known about the associated microbial communities. In this work, we evaluated the composition of fungal and bacterial communities in the pear (Abate and Williams cultivars) and apple (Golden Delicious and Gala cultivars) bark of three/four-year-old shoots (old bark) or one-year-old shoots (young bark), using a meta-barcoding approach. The results showed that both fungal and bacterial communities are dominated by genera with ubiquitous attitudes, such as Aureobasidium, Cryptococcus, Deinococcus and Hymenobacter, indicating intense microbial migration to surrounding environments. The shoot age, plant species and plant cultivar influenced the composition of bark fungal and bacterial communities. In particular, bark communities included potential biocontrol agents that could maintain an equilibrium with potential plant pathogens. The abundance of fungal (e.g. Alternaria, Penicillium, Rosellinia, Stemphylium and Taphrina) and bacterial (e.g. Curtobacterium and Pseudomonas) plant pathogens was affected by bark age and host genotype, as well as those of fungal genera (e.g. Arthrinium, Aureobasidium, Rhodotorula, Sporobolomyces) and bacterial genera (e.g. Bacillus, Brevibacillus, Methylobacterium, Sphingomonas and Stenotrophomonas) with possible biocontrol and plant growth promotion properties.


Genotype , Malus/genetics , Malus/microbiology , Microbiota , Pyrus/genetics , Pyrus/microbiology , Bacteria/classification , Bacteria/genetics , Bacterial Physiological Phenomena , Biodiversity , DNA, Bacterial , DNA, Fungal , DNA, Plant , Fruit , Fungi/classification , Fungi/genetics , Fungi/physiology , Malus/physiology , Microbial Consortia , Microbiota/genetics , Phylogeny , Plant Development , Plant Diseases/genetics , Plant Diseases/microbiology , Plant Shoots , Pyrus/physiology
17.
Drugs ; 78(4): 399-410, 2018 Mar.
Article En | MEDLINE | ID: mdl-29464665

Generic drugs are important components of measures introduced by healthcare regulatory authorities to reduce treatment costs. In most patients and conditions the switch from a branded drug to its generic counterpart is performed with no major complications. However, evidence from complex diseases suggests that generic substitution requires careful evaluation in some settings and that current bioequivalence criteria may not always be adequate for establishing the interchangeability of branded and generic products. Rare diseases, also called orphan diseases, are a group of heterogeneous diseases that share important characteristics: in addition to their scarcity, most are severe, chronic, highly debilitating, and often present in early childhood. Finding a treatment for a rare disease is challenging. Thanks to incentives that encourage research and development programs in rare diseases, several orphan drugs are currently available. The elevated cost of orphan drugs is a highly debated issue and a cause of limited access to treatment for many patients. As patent protection and the exclusivity period of several orphan drugs will expire soon, generic versions of orphan drugs should reach the market shortly, with great expectations about their impact on the economic burden of rare diseases. However, consistent with other complex diseases, generic substitution may require thoughtful considerations and may be even contraindicated in some rare conditions. This article provides an overview of rare disease characteristics, reviews reports of problematic generic substitution, and discusses why generic substitution of orphan drugs may be challenging and should be undertaken carefully in rare disease patients.


Drug Substitution/methods , Drugs, Generic/pharmacology , Orphan Drug Production/methods , Rare Diseases/drug therapy , Computational Biology , Database Management Systems , Drug Approval , Drugs, Generic/adverse effects , Humans , Therapeutic Equivalency , Treatment Outcome
18.
Stem Cells Transl Med ; 7(3): 305-314, 2018 03.
Article En | MEDLINE | ID: mdl-29418079

Nowadays, more than 90% of patients affected by chronic myeloid leukemia (CML) survive with a good quality of life, thanks to the clinical efficacy of tyrosine kinase inhibitors (TKIs). Nevertheless, point mutations of the ABL1 pocket occurring during treatment may reduce binding of TKIs, being responsible of about 20% of cases of resistance among CML patients. In addition, the presence of leukemic stem cells (LSCs) represents the most important event in leukemia progression related to TKI resistance. LSCs express stem cell markers, including active efflux pumps and genetic and epigenetic alterations together with deregulated cell signaling pathways involved in self-renewal, such as Wnt/ß-catenin, Notch, and Hedgehog. Moreover, the interaction with the bone marrow microenvironment, also known as hematopoietic niche, may influence the phenotype of surrounding cells, which evade mechanisms controlling cell proliferation and are less sensitive or frankly resistant to TKIs. This Review focuses on the role of LSCs and stem cell niche in relation to response to pharmacological treatments. A literature search from PubMed database was performed until April 30, 2017, and it has been analyzed according to keywords such as chronic myeloid leukemia, stem cell, leukemic stem cells, hematopoietic niche, tyrosine kinase inhibitors, and drug resistance. Stem Cells Translational Medicine 2018;7:305-314.


Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Quality of Life/psychology , Stem Cell Niche/drug effects , Humans
19.
Oncotarget ; 9(5): 6630-6643, 2018 01 19.
Article En | MEDLINE | ID: mdl-29464099

Rationale: KRAS is the most common and, simultaneously, the most ambiguous oncogene implicated in human cancer. Despite KRAS mutations were identified in Non Small Cell Lung Cancers (NSCLCs) more than 20 years ago, selective and specific inhibitors aimed at directly abrogating KRAS activity are not yet available. Nevertheless, many therapeutic approaches have been developed potentially useful to treat NSCLC patients mutated for KRAS and refractory to both standard chemotherapy and targeted therapies.The focus of this review will be to provide an overview of the network related to the intricate molecular KRAS pathways, stressing on preclinical and clinical studies that investigate the predictive value of KRAS mutations in NSCLC patients. Materials and Methods: A bibliographic search of the Medline database was conducted for articles published in English, with the keywords KRAS, KRAS mutations in non-small cell lung cancer, KRAS and tumorigenesis, KRAS and TKIs, KRAS and chemotherapy, KRAS and monoclonal antibody, KRAS and immunotherapy, KRAS and drugs, KRAS and drug resistance.

20.
Stem Cells ; 36(5): 633-640, 2018 05.
Article En | MEDLINE | ID: mdl-29352734

Among the potential mechanisms involved in resistance to tyrosine kinase inhibitors (TKIs) in non-small cell lung cancer, the manifestation of stem-like properties in cancer cells seems to have a crucial role. Alterations involved in the development of TKI resistance may be acquired in a very early phase of tumorigenesis, supporting the hypothesis that these aberrations may be present in cancer stem cells (CSCs). In this regard, the characterization of tumor subclones in the initial phase and the identification of the CSCs may be helpful in planning a specific treatment to target selected biomarkers, suppress tumor growth, and prevent drug resistance. The aim of this review is to elucidate the role of CSCs in the development of resistance to TKIs and its implication for the management of patients. Stem Cells 2018;36:633-640.


Carcinoma, Non-Small-Cell Lung/drug therapy , Drug Resistance, Neoplasm/drug effects , Lung Neoplasms/drug therapy , Neoplastic Stem Cells/cytology , Protein Kinase Inhibitors/therapeutic use , Animals , Antineoplastic Agents/therapeutic use , Humans , Neoplastic Stem Cells/drug effects
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