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Smit DJ, Brauer H, Horn S, Yigit G, Haider MT, Pogenberg V, Schumacher U, Pantel K, Jücker M. Functional characterization of PI3K C2 domain mutations detected in breast cancer circulating tumor cells and metastatic cells. Cell Signal 2024; 121:111270. [PMID: 38909932 DOI: 10.1016/j.cellsig.2024.111270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2024] [Revised: 06/19/2024] [Accepted: 06/20/2024] [Indexed: 06/25/2024]
Abstract
BACKGROUND In breast cancer, over one third of all patients harbor a somatic mutation in the PIK3CA gene, encoding the p110α catalytic subunit of the phosphatidylinositol 3-kinase (PI3K) in their tumor cells. Circulating tumor cells (CTCs) are cells shed from the primary tumor into the blood stream. Recently, the long-term stable breast cancer CTC-ITB-01 cell line with tumorigenic and metastatic capacity was established from liquid biopsy derived cells. The oncogenic hotspot PIK3CA mutation H1047R (kinase domain) was detected in the primary tumor, CTCs and metastasis of the same patient. Other PIK3CA mutations located within the C2 domain (E418K and E453K) were detected in the CTCs and the vaginal metastasis but not in the primary tumor. The goal of our study was to functionally characterize the impact of the rare E418K and E453K mutations within the C2 domain that were not detected in the primary tumor. METHODS PIK3CA mutations E418K, E453K, H1047R were generated by site-directed mutagenesis and stably overexpressed in breast cancer cells by lentiviral transduction. Subsequent signaling pathway activation was examined by western blot analysis. The impact of PIK3CA mutations on biological processes was studied by live cell imaging using the Incucyte Zoom system. Structural modeling was conducted in Pymol. The membrane localization of the mutants was evaluated by separating the cytosolic and membrane fraction using ultracentrifugation. Drug susceptibility of CTC-ITB-01 cells was analyzed by live cell imaging. RESULTS Western blot analysis of human MDA-MB-231, MCF-7 and T47D breast cancer cells stably overexpressing either the PIK3CA wildtype (WT) or one of the E418K, E453K or H1047R mutants revealed a significant increase in AKT phosphorylation in both C2 mutants (E418K and E453K) and the kinase domain mutant H1047R. Functional analysis showed a significantly increased proliferation of MDA-MB-231 cells overexpressing the E453K and H1047R mutants. Migration was increased in all cells overexpressing WT and each of the mutants. Interestingly, invasion and chemotaxis were only enhanced in the MDA-MB-231 cells overexpressing the C2 domain mutants, i.e. E418K and E453K. In addition, membrane localization of the two C2 domain mutants was increased. Structural modeling of the E453K mutation suggests a disruption of the interaction between the negative regulatory domain of the p85α subunit and the p110α catalytic subunit as a potential mechanism leading to the observed activation of PI3K/AKT/mTOR signaling. Dual targeting of AKT/mTOR pathway by MK2206 and RAD001 leads to very strong synergistic effects (IC50 MK2206: 148 nM, IC50 RAD001: 15 nM) with respect to proliferation in the CTC-ITB-01 line through apoptosis induction. CONCLUSIONS Our results demonstrate that PIK3CA C2 domain mutations activate PI3K downstream AKT signaling and can increase proliferation, migration and invasion after stable lentiviral transduction. Although both investigated mutations - E418K and E453K - are located within the C2 domain, a different molecular mechanism can be proposed. The PIK3CA mutated CTC-ITB-01 shows a high susceptibility against dual inhibition of AKT/mTOR. Further studies are required to fully elucidate the oncogenic potential of rare PIK3CA mutations.
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Affiliation(s)
- Daniel J Smit
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany; Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Helena Brauer
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Stefan Horn
- Research Department Cell and Gene Therapy, Department of Stem Cell Transplantation, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Gökhan Yigit
- University Medical Center Göttingen, Institute of Human Genetics, Heinrich-Düker-Weg 12, 37073 Göttingen, Germany; DZHK (German Center for Cardiovascular Research), Partner Site Lower Saxony, Robert-Koch-Straße 40, 37075 Göttingen, Germany
| | - Marie-Therese Haider
- Institute of Anatomy and Experimental Morphology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Vivian Pogenberg
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Udo Schumacher
- Institute of Anatomy and Experimental Morphology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany; Medical School Berlin, Faculty of Medicine, Mecklenburgische Strasse 57, 14197 Berlin, Germany
| | - Klaus Pantel
- Institute of Tumor Biology, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany
| | - Manfred Jücker
- Institute of Biochemistry and Signal Transduction, University Medical Center Hamburg-Eppendorf, Martinistraße 52, 20246 Hamburg, Germany.
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Chen H, Sun B, Liu H, Gao W, Qiu Y, Hua C, Lin X. Delineation of the phenotypes and genotypes of PIK3CA-related overgrowth spectrum in East asians. Mol Genet Genomics 2024; 299:66. [PMID: 38980418 DOI: 10.1007/s00438-024-02159-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 06/20/2024] [Indexed: 07/10/2024]
Abstract
PIK3CA-related overgrowth spectrum (PROS) is an umbrella term to describe a diverse range of developmental disorders. Research to date has predominantly emerged from Europe and North America, resulting in a notable scarcity of studies focusing on East Asian populations. Currently, the prevalence and distribution of PIK3CA variants across various genetic loci and their correlation with distinct phenotypes in East Asian populations remain unclear. This study aims to elucidate the phenotype-genotype correlations of PROS in East Asian populations. We presented the phenotypes and genotypes of 82 Chinese patients. Among our cohort, 67 individuals carried PIK3CA variants, including missense, frameshift, and splice variants. Six patients presented with both PIK3CA and an additional variant. Seven PIK3CA-negative patients exhibited overlapping PROS manifestations with variants in GNAQ, AKT1, PTEN, MAP3K3, GNA11, or KRAS. An integrative review of the literature pertaining to East Asian populations revealed that specific variants are uniquely associated with certain PROS phenotypes. Some rare variants were exclusively identified in cases of megalencephaly and diffuse capillary malformation with overgrowth. Non-hotspot variants with undefined oncogenicity were more common in CNS phenotypes. Diseases with vascular malformation were more likely to have variants in the helical domain, whereas phenotypes involving adipose/muscle overgrowth without vascular abnormalities predominantly presented variants in the C2 domain. Our findings underscore the unique phenotype-genotype patterns within the East Asian PROS population, highlighting the necessity for an expanded cohort to further elucidate these correlations. Such endeavors would significantly facilitate the development of PI3Kα selective inhibitors tailored for the East Asian population in the future.
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Affiliation(s)
- Hongrui Chen
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China
| | - Bin Sun
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China
| | - Hongyuan Liu
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China
| | - Wei Gao
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China
| | - Yajing Qiu
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China
| | - Chen Hua
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China.
| | - Xiaoxi Lin
- Department of Plastic & Reconstructive Surgery, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, 639 Zhizaoju Road, Shanghai, 200011, P.R. China.
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Khorasani ABS, Hafezi N, Sanaei MJ, Jafari-Raddani F, Pourbagheri-Sigaroodi A, Bashash D. The PI3K/AKT/mTOR signaling pathway in breast cancer: Review of clinical trials and latest advances. Cell Biochem Funct 2024; 42:e3998. [PMID: 38561964 DOI: 10.1002/cbf.3998] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 03/11/2024] [Accepted: 03/21/2024] [Indexed: 04/04/2024]
Abstract
Breast cancer (BC) is the most commonly diagnosed cancer and the leading cause of cancer mortality in women. As the phosphatidylinositol 3-kinase (PI3K) signaling pathway is involved in a wide range of physiological functions of cells including growth, proliferation, motility, and angiogenesis, any alteration in this axis could induce oncogenic features; therefore, numerous preclinical and clinical studies assessed agents able to inhibit the components of this pathway in BC patients. To the best of our knowledge, this is the first study that analyzed all the registered clinical trials investigating safety and efficacy of the PI3K/AKT/mTOR axis inhibitors in BC. Of note, we found that the trends of PI3K inhibitors in recent years were superior as compared with the inhibitors of either AKT or mTOR. However, most of the trials entering phase III and IV used mTOR inhibitors (majorly Everolimus) followed by PI3K inhibitors (majorly Alpelisib) leading to the FDA approval of these drugs in the BC context. Despite favorable efficacies, our analysis shows that the majority of trials are utilizing PI3K pathway inhibitors in combination with hormone therapy and chemotherapy; implying monotherapy cannot yield huge clinical benefits, at least partly, due to the activation of compensatory mechanisms. To emphasize the beneficial effects of these inhibitors in combined-modal strategies, we also reviewed recent studies which investigated the conjugation of nanocarriers with PI3K inhibitors to reduce harmful toxicities, increase the local concentration, and improve their efficacies in the context of BC therapy.
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Affiliation(s)
| | - Nasim Hafezi
- Cellular and Molecular Biology Research Center, Babol University of Medical Sciences, Babol, Iran
| | - Mohammad-Javad Sanaei
- Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Farideh Jafari-Raddani
- Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Atieh Pourbagheri-Sigaroodi
- Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Davood Bashash
- Department of Hematology and Blood Banking, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Hurabielle C, LaFlam TN, Gearing M, Ye CJ. Functional genomics in inborn errors of immunity. Immunol Rev 2024; 322:53-70. [PMID: 38329267 PMCID: PMC10950534 DOI: 10.1111/imr.13309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
Inborn errors of immunity (IEI) comprise a diverse spectrum of 485 disorders as recognized by the International Union of Immunological Societies Committee on Inborn Error of Immunity in 2022. While IEI are monogenic by definition, they illuminate various pathways involved in the pathogenesis of polygenic immune dysregulation as in autoimmune or autoinflammatory syndromes, or in more common infectious diseases that may not have a significant genetic basis. Rapid improvement in genomic technologies has been the main driver of the accelerated rate of discovery of IEI and has led to the development of innovative treatment strategies. In this review, we will explore various facets of IEI, delving into the distinctions between PIDD and PIRD. We will examine how Mendelian inheritance patterns contribute to these disorders and discuss advancements in functional genomics that aid in characterizing new IEI. Additionally, we will explore how emerging genomic tools help to characterize new IEI as well as how they are paving the way for innovative treatment approaches for managing and potentially curing these complex immune conditions.
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Affiliation(s)
- Charlotte Hurabielle
- Division of Rheumatology, Department of Medicine, UCSF, San Francisco, California, USA
| | - Taylor N LaFlam
- Division of Pediatric Rheumatology, Department of Pediatrics, UCSF, San Francisco, California, USA
| | - Melissa Gearing
- Division of Rheumatology, Department of Medicine, UCSF, San Francisco, California, USA
| | - Chun Jimmie Ye
- Institute for Human Genetics, UCSF, San Francisco, California, USA
- Institute of Computational Health Sciences, UCSF, San Francisco, California, USA
- Gladstone Genomic Immunology Institute, San Francisco, California, USA
- Parker Institute for Cancer Immunotherapy, UCSF, San Francisco, California, USA
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, California, USA
- Department of Microbiology and Immunology, UCSF, San Francisco, California, USA
- Department of Bioengineering and Therapeutic Sciences, UCSF, San Francisco, California, USA
- Arc Institute, Palo Alto, California, USA
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De Bortoli M, Queisser A, Pham VC, Dompmartin A, Helaers R, Boutry S, Claus C, De Roo AK, Hammer F, Brouillard P, Abdelilah-Seyfried S, Boon LM, Vikkula M. Somatic Loss-of-Function PIK3R1 and Activating Non-hotspot PIK3CA Mutations Associated with Capillary Malformation with Dilated Veins (CMDV). J Invest Dermatol 2024:S0022-202X(24)00164-7. [PMID: 38431221 DOI: 10.1016/j.jid.2024.01.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 01/25/2024] [Accepted: 01/27/2024] [Indexed: 03/05/2024]
Abstract
Common capillary malformations are red vascular skin lesions, most commonly associated with somatic activating GNAQ or GNA11 mutations. We focused on capillary malformations lacking such a mutation to identify previously unreported genetic causes. We used targeted next-generation sequencing on 82 lesions. Bioinformatic analysis allowed the identification of 9 somatic pathogenic variants in PIK3R1 and PIK3CA, encoding for the regulatory and catalytic subunits of phosphoinositide 3-kinase, respectively. Recharacterization of these lesions unraveled a common phenotype: a pale capillary malformation associated with visible dilated veins. Primary endothelial cells from 2 PIK3R1-mutated lesions were isolated, and PI3k-Akt-mTOR and RAS-RAF-MAPK signaling were assessed by western blot. This unveiled an abnormal increase in Akt phosphorylation, effectively reduced by PI3K pathway inhibitors, such as mTOR, Akt, and PIK3CA inhibitors. The effects of mutant PIK3R1 were further studied using zebrafish embryos. Endothelium-specific expression of PIK3R1 mutants resulted in abnormal development of the posterior capillary-venous plexus. In summary, capillary malformation associated with visible dilated veins emerges as a clinical entity associated with somatic pathogenic variants in PIK3R1 or PIK3CA (nonhotspot). Our findings suggest that the activated Akt signaling can be effectively reversed by PI3K pathway inhibitors. In addition, the proposed zebrafish model holds promise as a valuable tool for future drug screening aimed at developing patient-tailored treatments.
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Affiliation(s)
- Martina De Bortoli
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Angela Queisser
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Van Cuong Pham
- Institute of Biochemistry and Biology, University of Potsdam, Potsdam, Germany
| | - Anne Dompmartin
- Department of Dermatology, VASCERN VASCA European Reference Center, Université de Caen Basse Normandie, Caen, France
| | - Raphaël Helaers
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium
| | - Simon Boutry
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium; Interuniversity Institute of Bioinformatics in Brussels, Université Libre de Bruxelles-Vrije Universiteit Brussel, Brussels, Belgium
| | - Cathy Claus
- Center for Vascular Anomalies, Division of Plastic Surgery, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium
| | - An-Katrien De Roo
- Center for Vascular Anomalies, Division of Plastic Surgery, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium; Service d'anatomopathologie, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium; Institute of Experimental and Clinical Research, UCLouvain, Brussels, Belgium
| | - Frank Hammer
- Department of Medical Imaging, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint-Luc, UCLouvain, Brussels, Belgium
| | - Pascal Brouillard
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium
| | | | - Laurence M Boon
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium; Center for Vascular Anomalies, Division of Plastic Surgery, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium
| | - Miikka Vikkula
- Laboratory of Human Molecular Genetics, de Duve Institute, UCLouvain, Brussels, Belgium; Center for Vascular Anomalies, Division of Plastic Surgery, VASCERN VASCA European Reference Center, Cliniques Universitaires Saint Luc, UCLouvain, Brussels, Belgium; WELBIO Department, WEL Research Institute, Wavre, Belgium.
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Lee H, Cho YA, Kim DG, Cho EY. Next-Generation Sequencing in Breast Cancer Patients: Real-World Data for Precision Medicine. Cancer Res Treat 2024; 56:149-161. [PMID: 37591784 PMCID: PMC10789952 DOI: 10.4143/crt.2023.800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2023] [Accepted: 08/10/2023] [Indexed: 08/19/2023] Open
Abstract
PURPOSE Breast cancer is one of the most common causes of cancer-related death in females. Numerous drug-targetable biomarkers and predictive biomarkers have been developed. Some researchers have expressed doubts about the need for next-generation sequencing (NGS) studies in daily practice. This study analyzed the results of NGS studies on breast cancer at a single institute and evaluated the real-world applications of NGS data to precision medicine for breast cancer. MATERIALS AND METHODS We retrospectively collected the results of NGS studies and analyzed the histopathologic features and genetic profiles of patients treated for breast cancer from 2010 to 2021. Seventy cases had data from CancerSCAN, a customized panel of 375 cancer-associated genes, and 110 cases had data from TruSight Oncology 500. RESULTS The most frequently detected single nucleotide variant was the TP53 mutation (123/180, 68.3%), followed by PIK3CA mutations (51/180, 28.3%). Estrogen receptor 1 (ESR1) mutation was detected in 11 patients (6.1%), of whom 10 had hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer, and two had no history of prior endocrine therapy. Based on their NGS study results, 13 patients (7.2%) received target therapy. Among them, four patients had a BRCA1 or BRCA2 germline mutation, and nine patients had a PIK3CA mutation. CONCLUSION NGS can provide information about predictive biomarkers and drug-targetable biomarkers that can enable treatment and participation in clinical trials based on precision medicine. Further studies should be conducted to excavate novel drug-targetable biomarkers and develop additional target therapies.
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Affiliation(s)
- Hyunwoo Lee
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Yoon Ah Cho
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Deok Geun Kim
- Department of Digital Health, Samsung Advanced Institute of Health Science and Technology, Sungkyunkwan University School of Medicine, Seoul, Korea
- Department of Clinical Genomic Center, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Eun Yoon Cho
- Department of Pathology and Translational Genomics, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Korea
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Chen TWW, Hsiao W, Dai MS, Lin CH, Chang DY, Chen IC, Wang MY, Chang SH, Huang SM, Cheng AL, Wu KW, Tan KT, Lu YS. Plasma cell-free tumor DNA, PIK3CA and TP53 mutations predicted inferior endocrine-based treatment outcome in endocrine receptor-positive metastatic breast cancer. Breast Cancer Res Treat 2023; 201:377-385. [PMID: 37344660 PMCID: PMC10460702 DOI: 10.1007/s10549-023-06967-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/03/2023] [Indexed: 06/23/2023]
Abstract
PURPOSE How to factor both tumor burden and oncogenic genomic mutations as variables to predict the outcome of endocrine-based therapy (ET) in ER-positive/HER2-negative metastatic breast cancer patients (MBC) remains to be explored. METHOD Blood samples prospectively collected from 163 ER-positive/HER2-negative female MBC patients, before ET, were used for cell-free tumor DNA (cfDNA) analysis. cfDNA was subjected to next-generation sequencing (NGS) to interrogate oncogenic PIK3CA hotspot and TP53 DNA-binding domain (DBD) mutations, including single nucleotide variants (SNVs) or small insertions and deletions (InDels). The variant calling threshold was set at 0.5%. Progression-free survival (PFS) was measured from the start of the ET treatment to the time of disease progression of the same treatment regimen. RESULTS Overall, the median PFS was 8.3 months (95% CI 5.7-11.1 months). The median cfDNA was 38.5 ng (range 4.4-1935 ng). The proportion of patients with PIK3CA and TP53 alterations were 25.1 and 15.3%, respectively. Patients with high total cfDNA (HR 1.74, p = 0.003), PIK3CA mutation (HR 1.74, p = 0.007), and TP53 mutation (HR 1.64, p = 0.047) in liquid biopsy conferred worse outcome after ET. Even for patients with low tumor burden, the detrimental effect of PIK3CA or TP53 mutation remained significant (p < 0.001). For patients with either PIK3CA (p < 0.001) or TP53 mutation (p = 0.004), there was significant positive correlation between allele frequency (AF) and total cfDNA. CONCLUSION After adjustment of cfDNA level, PIK3CA and TP53 mutations observed in liquid biopsy exerted detrimental effects on the outcome of ET-based regimens. The AF of PIK3CA or TP53 may be a surrogate marker for PFS.
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Affiliation(s)
- Tom Wei-Wu Chen
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Wen Hsiao
- ACT Genomics Co., Ltd, Taipei, Taiwan
| | - Ming-Shen Dai
- Division of Hematology and Oncology, Department of Medicine, Tri-Service General Hospital, Taipei, Taiwan
| | - Ching-Hung Lin
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Dwan-Ying Chang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - I-Chun Chen
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Graduate Institute of Oncology, National Taiwan University College of Medicine, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Ming-Yang Wang
- Department of Surgery, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Shu-Han Chang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Shu-Min Huang
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
| | - Ann-Lii Cheng
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan
| | - Ko-Wen Wu
- ACT Genomics Co., Ltd, Taipei, Taiwan
| | | | - Yen-Shen Lu
- Department of Oncology, National Taiwan University Hospital, Taipei, Taiwan.
- Department of Medical Oncology, National Taiwan University Cancer Center, Taipei, Taiwan.
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Rose MM, Nassar KW, Sharma V, Schweppe RE. AKT-independent signaling in PIK3CA-mutant thyroid cancer mediates resistance to dual SRC and MEK1/2 inhibition. Med Oncol 2023; 40:299. [PMID: 37713162 DOI: 10.1007/s12032-023-02118-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 07/08/2023] [Indexed: 09/16/2023]
Abstract
Anaplastic thyroid cancer (ATC) is a rare and aggressive disease with 90% of patients succumbing to this disease 1 year after diagnosis. The approval of the combination therapy of a BRAF inhibitor dabrafenib with the MEK1/2 inhibitor trametinib has improved the overall survival of ATC patients. However, resistance to therapy remains a major problem. We have previously demonstrated combined inhibition of Src with dasatinib and MEK1/2 with trametinib synergistically inhibits growth and induces apoptosis in BRAF- and RAS-mutant thyroid cancer cells, however PIK3CA-mutant cells exhibit a mixed response. Herein, we determined that AKT is not a major mediator of sensitivity and instead PIK3CA-mutants that are resistant to combined dasatinib and trametinib have sustained activation of PDK1 signaling. Furthermore, combined inhibition of PDK1 and MEK1/2 was sufficient to reduce cell viability. These data indicate PDK1 inhibition is a therapeutic option for PIK3CA mutations that do not respond to combined Src and MEK1/2 inhibition.
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Affiliation(s)
- Madison M Rose
- Division of Endocrinology, Metabolism, and Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus, Mail Stop 8106, Aurora, CO, 80045, USA.
| | - Kelsey W Nassar
- Division of Endocrinology, Metabolism, and Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus, Mail Stop 8106, Aurora, CO, 80045, USA
| | - Vibha Sharma
- Division of Endocrinology, Metabolism, and Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus, Mail Stop 8106, Aurora, CO, 80045, USA
| | - Rebecca E Schweppe
- Division of Endocrinology, Metabolism, and Diabetes, School of Medicine, University of Colorado Anschutz Medical Campus, Mail Stop 8106, Aurora, CO, 80045, USA
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Zhang B, He R, Xu Z, Sun Y, Wei L, Li L, Liu Y, Guo W, Song L, Wang H, Lin Z, Ma L. Somatic mutation spectrum of a Chinese cohort of pediatrics with vascular malformations. Orphanet J Rare Dis 2023; 18:261. [PMID: 37658401 PMCID: PMC10474751 DOI: 10.1186/s13023-023-02860-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Accepted: 08/20/2023] [Indexed: 09/03/2023] Open
Abstract
BACKGROUND Somatic mutations of cancer driver genes are found to be responsible for vascular malformations with clinical manifestations ranging from cutaneous birthmarks to life-threatening systemic anomalies. Till now, only a limited number of cases and mutations were reported in Chinese population. The purpose of this study was to describe the somatic mutation spectrum of a cohort of Chinese pediatrics with vascular malformations. METHODS Pediatrics diagnosed with various vascular malformations were collected between May 2019 and October 2020 from Beijing Children's Hospital. Genomic DNA of skin lesion of each patient was extracted and sequenced by whole-exome sequencing to identify pathogenic somatic mutations. Mutations with variant allele frequency less than 5% were validated by ultra-deep sequencing. RESULTS A total of 67 pediatrics (33 males, 34 females, age range: 0.1-14.8 years) were analyzed. Exome sequencing identified somatic mutations of corresponding genes in 53 patients, yielding a molecular diagnosis rate of 79.1%. Among 29 PIK3CA mutations, 17 were well-known hotspot p.E542K, p.E545K and p.H1047R/L. Non-hotspot mutations were prevalent in patients with PIK3CA-related overgrowth spectrum, accounting for 50.0% (11/22) of detected mutations. The hotspot GNAQ p.R183Q and TEK p.L914F mutations were responsible for the majority of port-wine stain/Sturge-Weber syndrome and venous malformation, respectively. In addition, we identified a novel AKT1 p.Q79K mutation in Proteus syndrome and MAP3K3 p.E387D mutation in verrucous venous malformation. CONCLUSIONS The somatic mutation spectrum of vascular malformations in Chinese population is similar to that reported in other populations, but non-hotspot PIK3CA mutations may also be prevalent. Molecular diagnosis may help the clinical diagnosis, treatment and management of these pediatric patients with vascular malformations.
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Affiliation(s)
- Bin Zhang
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China.
- Department of Dermatology, Zhengzhou University, Affiliated Children's Hospital, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, 450000, Henan, China.
| | - Rui He
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Zigang Xu
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Yujuan Sun
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Li Wei
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Li Li
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Yuanxiang Liu
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China
| | - Wu Guo
- Department of Dermatology, Zhengzhou University, Affiliated Children's Hospital, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, 450000, Henan, China
| | - Li Song
- Department of Dermatology, Zhengzhou University, Affiliated Children's Hospital, Henan Children's Hospital, Zhengzhou Children's Hospital, Zhengzhou, 450000, Henan, China
| | - Huijun Wang
- Dermatology Hospital, Southern Medical University, No.2 Lujing Road, Guangzhou, 510091, China
| | - Zhimiao Lin
- Dermatology Hospital, Southern Medical University, No.2 Lujing Road, Guangzhou, 510091, China.
| | - Lin Ma
- Department of Dermatology, Beijing Children's Hospital, Capital Medical University (National Center for Children's Health, China), No. 56 Nanlishi Road, Xicheng District, Beijing, 100045, China.
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10
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Al Shihabi A, Tebon PJ, Nguyen HTL, Chantharasamee J, Sartini S, Davarifar A, Jensen AY, Diaz-Infante M, Cox H, Gonzalez AE, Swearingen S, Tavanaie N, Dry S, Singh A, Chmielowski B, Crompton JG, Kalbasi A, Eilber FC, Hornicek F, Bernthal N, Nelson SD, Boutros PC, Federman N, Yanagawa J, Soragni A. The landscape of drug sensitivity and resistance in sarcoma. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.25.542375. [PMID: 37292676 PMCID: PMC10245988 DOI: 10.1101/2023.05.25.542375] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Sarcomas are a family of rare malignancies composed of over 100 distinct histological subtypes. The rarity of sarcoma poses significant challenges in conducting clinical trials to identify effective therapies, to the point that many rarer subtypes of sarcoma do not have standard-of-care treatment. Even for established regimens, there can be substantial heterogeneity in responses. Overall, novel, personalized approaches for identifying effective treatments are needed to improve patient out-comes. Patient-derived tumor organoids (PDTOs) are clinically relevant models representative of the physiological behavior of tumors across an array of malignancies. Here, we use PDTOs as a tool to better understand the biology of individual tumors and characterize the landscape of drug resistance and sensitivity in sarcoma. We collected n=194 specimens from n=126 sarcoma patients, spanning 24 distinct subtypes. We characterized PDTOs established from over 120 biopsy, resection, and metastasectomy samples. We leveraged our organoid high-throughput drug screening pipeline to test the efficacy of chemotherapeutics, targeted agents, and combination therapies, with results available within a week from tissue collection. Sarcoma PDTOs showed patient-specific growth characteristics and subtype-specific histopathology. Organoid sensitivity correlated with diagnostic subtype, patient age at diagnosis, lesion type, prior treatment history, and disease trajectory for a subset of the compounds screened. We found 90 biological pathways that were implicated in response to treatment of bone and soft tissue sarcoma organoids. By comparing functional responses of organoids and genetic features of the tumors, we show how PDTO drug screening can provide an orthogonal set of information to facilitate optimal drug selection, avoid ineffective therapies, and mirror patient outcomes in sarcoma. In aggregate, we were able to identify at least one effective FDA-approved or NCCN-recommended regimen for 59% of the specimens tested, providing an estimate of the proportion of immediately actionable information identified through our pipeline. Highlights Standardized organoid culture preserve unique sarcoma histopathological featuresDrug screening on patient-derived sarcoma organoids provides sensitivity information that correlates with clinical features and yields actionable information for treatment guidanceHigh-throughput screenings provide orthogonal information to genetic sequencingSarcoma organoid response to treatment correlates with patient response to therapyLarge scale, functional precision medicine programs for rare cancers are feasible within a single institution.
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11
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Choi DJ, Armstrong G, Lozzi B, Vijayaraghavan P, Plon SE, Wong TC, Boerwinkle E, Muzny DM, Chen HC, Gibbs RA, Ostrom QT, Melin B, Deneen B, Bondy ML, Bainbridge MN. The genomic landscape of familial glioma. SCIENCE ADVANCES 2023; 9:eade2675. [PMID: 37115922 PMCID: PMC10146888 DOI: 10.1126/sciadv.ade2675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 03/22/2023] [Indexed: 05/03/2023]
Abstract
Glioma is a rare brain tumor with a poor prognosis. Familial glioma is a subset of glioma with a strong genetic predisposition that accounts for approximately 5% of glioma cases. We performed whole-genome sequencing on an exploratory cohort of 203 individuals from 189 families with a history of familial glioma and an additional validation cohort of 122 individuals from 115 families. We found significant enrichment of rare deleterious variants of seven genes in both cohorts, and the most significantly enriched gene was HERC2 (P = 0.0006). Furthermore, we identified rare noncoding variants in both cohorts that were predicted to affect transcription factor binding sites or cause cryptic splicing. Last, we selected a subset of discovered genes for validation by CRISPR knockdown screening and found that DMBT1, HP1BP3, and ZCH7B3 have profound impacts on proliferation. This study performs comprehensive surveillance of the genomic landscape of familial glioma.
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Affiliation(s)
- Dong-Joo Choi
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Georgina Armstrong
- Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - Brittney Lozzi
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | | | - Sharon E. Plon
- Department of Pediatrics/Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
| | - Terence C. Wong
- Rady Children’s Institute for Genomic Medicine, San Diego, CA, USA
| | - Eric Boerwinkle
- The University of Texas Health Science Center School of Public Health, Houston, TX, USA
| | - Donna M. Muzny
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Hsiao-Chi Chen
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Richard A. Gibbs
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - Quinn T. Ostrom
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
| | - Beatrice Melin
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Benjamin Deneen
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
| | - Melissa L. Bondy
- Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
| | - The Gliogene Consortium
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
- Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Rady Children’s Institute for Genomic Medicine, San Diego, CA, USA
- Department of Pediatrics/Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- The University of Texas Health Science Center School of Public Health, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
| | - Genomics England Research Consortium
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
- Epidemiology and Population Health, Stanford University School of Medicine, Stanford, CA, USA
- Rady Children’s Institute for Genomic Medicine, San Diego, CA, USA
- Department of Pediatrics/Hematology-Oncology, Baylor College of Medicine, Houston, TX, USA
- The University of Texas Health Science Center School of Public Health, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
- Department of Neurosurgery, Duke University School of Medicine, Durham, NC, USA
- Department of Radiation Sciences, Oncology, Umeå University, Umeå, Sweden
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12
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Hamadeh LN, Farhat L, Hilal L, Assi H, Nasr F, Chahine G, Kattan J, Farhat F, Kourie H, El Hachem G, Ghosn M, El Saghir N, Chamseddine N, Finianos A, Ghanem H, Younes A, Abi Gerges D, Temraz S, Haidar M, Nabhan T, Chamseddine A, Tfayli A, Zaatari G, Mahfouz R. Frequency and Mutational Spectrum of PIK3CA gene mutations in Breast Cancer Patients: Largest and First Report from Lebanon. Gene 2023; 871:147433. [PMID: 37068694 DOI: 10.1016/j.gene.2023.147433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 04/19/2023]
Abstract
The PIK3CA pathway is one of the most frequently altered pathways in human cancers, especially in breast cancer with approximately 40% of HR+/HER2- advanced breast cancer cases exhibiting mutations in the PIK3CA gene. While the mutations can occur across the entire gene, the most common are observed in exon 9 corresponding to the helical domain, and in exon 20 encompassing the kinase domain. This study constitutes the first attempt at determining the frequency and mutational spectrum in Lebanese breast cancer patients. For this purpose, DNA samples from 280 breast cancer patients from across Lebanon were screened for PIK3CA mutations using the Therascreen® PIK3CA RGQ Real-time PCR assay. In line with previous reports, 38.57% of cases were positive for at least one PIK3CA mutation, among which approximately 59% were in exon 9 and 37% in exon 20. However, PIK3CA mutations are breast cancer are heterogeneous whereby 20% of known PIK3CA mutants might not be detected by compact PCR based assays. Thus, the adoption of comprehensive Next Generation Sequencing based panels to decipher the complete clinical, molecular and immunohistochemical profile of breast cancer tumor requires further investigation.
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Affiliation(s)
- Lama N Hamadeh
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Lama Farhat
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Lamia Hilal
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Hazem Assi
- Department of Internal Medicine. American University of Beirut Medical Center, Beirut, Lebanon
| | - Fadi Nasr
- Department of Hematology and Oncology. Hotel Dieu de France, Beirut, Lebanon
| | - Georges Chahine
- Department of Hematology and Oncology. Hotel Dieu de France, Beirut, Lebanon
| | - Joseph Kattan
- Department of Hematology and Oncology. Hotel Dieu de France, Beirut, Lebanon
| | - Fadi Farhat
- Department of Hematology and Oncology, Hammoud General Hospital, Saida, Lebanon
| | - Hampig Kourie
- Department of Hematology and Oncology. Hotel Dieu de France, Beirut, Lebanon
| | - Georges El Hachem
- Department of Hematology and Oncology, Saint George Hospital, University of Balamand, Beirut, Lebanon
| | - Marwan Ghosn
- Department of Hematology and Oncology. Hotel Dieu de France, Beirut, Lebanon
| | - Nagi El Saghir
- Department of Internal Medicine. American University of Beirut Medical Center, Beirut, Lebanon
| | - Nabil Chamseddine
- Department of Hematology and Oncology, Saint George Hospital, University of Balamand, Beirut, Lebanon
| | - Antoine Finianos
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Hady Ghanem
- Department of Internal Medicine, Division of Hematology-Oncology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
| | - Ahmad Younes
- Hematology and Oncology Division, Military Hospital, Beirut, Lebanon
| | - Dany Abi Gerges
- Department of Internal Medicine, Division of Hematology-Oncology, Lebanese American University Medical Center-Rizk Hospital, Beirut, Lebanon
| | - Sally Temraz
- Department of Internal Medicine. American University of Beirut Medical Center, Beirut, Lebanon
| | - Mohammad Haidar
- Hematology and Oncology Division, Mount Lebanon Hospital, Beirut, Lebanon
| | - Therese Nabhan
- Hematology and Oncology Division, Mount Lebanon Hospital, Beirut, Lebanon
| | - Ali Chamseddine
- Department of Internal Medicine. American University of Beirut Medical Center, Beirut, Lebanon
| | - Arafat Tfayli
- Department of Internal Medicine. American University of Beirut Medical Center, Beirut, Lebanon
| | - Ghazi Zaatari
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon
| | - Rami Mahfouz
- Department of Pathology and Laboratory Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
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13
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Patterson A, Elbasir A, Tian B, Auslander N. Computational Methods Summarizing Mutational Patterns in Cancer: Promise and Limitations for Clinical Applications. Cancers (Basel) 2023; 15:cancers15071958. [PMID: 37046619 PMCID: PMC10093138 DOI: 10.3390/cancers15071958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 02/24/2023] [Accepted: 03/09/2023] [Indexed: 03/29/2023] Open
Abstract
Since the rise of next-generation sequencing technologies, the catalogue of mutations in cancer has been continuously expanding. To address the complexity of the cancer-genomic landscape and extract meaningful insights, numerous computational approaches have been developed over the last two decades. In this review, we survey the current leading computational methods to derive intricate mutational patterns in the context of clinical relevance. We begin with mutation signatures, explaining first how mutation signatures were developed and then examining the utility of studies using mutation signatures to correlate environmental effects on the cancer genome. Next, we examine current clinical research that employs mutation signatures and discuss the potential use cases and challenges of mutation signatures in clinical decision-making. We then examine computational studies developing tools to investigate complex patterns of mutations beyond the context of mutational signatures. We survey methods to identify cancer-driver genes, from single-driver studies to pathway and network analyses. In addition, we review methods inferring complex combinations of mutations for clinical tasks and using mutations integrated with multi-omics data to better predict cancer phenotypes. We examine the use of these tools for either discovery or prediction, including prediction of tumor origin, treatment outcomes, prognosis, and cancer typing. We further discuss the main limitations preventing widespread clinical integration of computational tools for the diagnosis and treatment of cancer. We end by proposing solutions to address these challenges using recent advances in machine learning.
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Affiliation(s)
- Andrew Patterson
- Genomics and Computational Biology Graduate Group, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- The Wistar Institute, Philadelphia, PA 19104, USA
| | | | - Bin Tian
- The Wistar Institute, Philadelphia, PA 19104, USA
| | - Noam Auslander
- The Wistar Institute, Philadelphia, PA 19104, USA
- Department of Cancer Biology, University of Pennsylvania, Philadelphia, PA 19104, USA
- Correspondence:
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14
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Yu K, Kong K, Lozzi B, Luna-Figueroa E, Cervantes A, Curry R, Mohila CA, Rao G, Jalali A, Mills GB, Scott KL, Deneen B. In vivo functional characterization of EGFR variants identifies novel drivers of glioblastoma. Neuro Oncol 2023; 25:471-481. [PMID: 36044040 PMCID: PMC10013639 DOI: 10.1093/neuonc/noac215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Glioblastoma is the most common and aggressive primary brain tumor. Large-scale sequencing initiatives have cataloged its mutational landscape in hopes of elucidating mechanisms driving this deadly disease. However, a major bottleneck in harnessing this data for new therapies is deciphering "driver" and "passenger" events amongst the vast volume of information. METHODS We utilized an autochthonous, in vivo screening approach to identify driver, EGFR variants. RNA-Seq identified unique molecular signatures of mouse gliomas across these variants, which only differ by a single amino acid change. In particular, we identified alterations to lipid metabolism, which we further validated through an unbiased lipidomics screen. RESULTS Our screen identified A289I as the most potent EGFR variant, which has previously not been characterized. One of the mechanisms through which A289I promotes gliomagenesis is to alter cellular triacylglycerides through MTTP. Knockout of Mttp in mouse gliomas, reduces gliomagenesis in multiple models. CONCLUSIONS EGFR variants that differ by a single amino acid residue differentially promote gliomagenesis. Among the identified mechanism that drives glioma growth include lipid metabolism through MTTP. Understanding triacylglyceride accumulation may present a prospective therapeutic pathway for this deadly disease.
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Affiliation(s)
- Kwanha Yu
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Kathleen Kong
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Brittney Lozzi
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Estefania Luna-Figueroa
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Alexis Cervantes
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Rachel Curry
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
- The Integrative Molecular and Biomedical Sciences Graduate Program (IMBS), Baylor College of Medicine, Houston, TX, 77030, USA
| | - Carrie A Mohila
- Department of Pathology, Texas Children’s Hospital, Houston, TX, 77030, USA
| | - Ganesh Rao
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Ali Jalali
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Gordon B Mills
- Department of Cell, Developmental and Cancer Biology, Knight Cancer Institute, Oregon Health Science University, Portland, OR 97239, USA
| | - Kenneth L Scott
- Department of Human and Molecular Genetics, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Benjamin Deneen
- Center for Cancer Neuroscience, Baylor College of Medicine, Houston, TX, 77030, USA
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, 77030, USA
- Department of Neurosurgery, Baylor College of Medicine, Houston, TX, 77030, USA
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15
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Rugo HS, Raskina K, Schrock AB, Madison RW, Graf RP, Sokol ES, Sivakumar S, Lee JK, Fisher V, Oxnard GR, Tukachinsky H. Biology and Targetability of the Extended Spectrum of PIK3CA Mutations Detected in Breast Carcinoma. Clin Cancer Res 2023; 29:1056-1067. [PMID: 36321996 PMCID: PMC10011882 DOI: 10.1158/1078-0432.ccr-22-2115] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 09/16/2022] [Accepted: 10/31/2022] [Indexed: 11/23/2022]
Abstract
PURPOSE Alpelisib is a PI3K alpha (PI3Kα)-selective inhibitor approved for the treatment of hormone receptor-positive/HER2-negative (HR+/HER2-) PIK3CA-mutated advanced breast cancer (ABC) based on the SOLAR-1 trial, which defined 11 substitutions in exons 7, 9, and 20 in PIK3CA (SOLAR1m). We report alpelisib effectiveness for ABC harboring SOLAR1m, as well as other pathogenic PIK3CA mutations (OTHERm) using comprehensive genomic profiling (CGP). EXPERIMENTAL DESIGN A total of 33,977 tissue and 1,587 liquid biopsies were analyzed using hybrid capture-based CGP covering the entire coding sequence of PIK3CA. Clinical characteristics and treatment history were available for 10,750 patients with ABC in the deidentified Flatiron Health-Foundation Medicine clinico-genomic database (FH-FMI CGDB). RESULTS PIK3CAm were detected in 11,767/33,977 (35%) of tissue biopsies, including 2,300 (7%) samples with OTHERm and no SOLAR1m. Liquid biopsy had 77% sensitivity detecting PIK3CAm, increasing to 95% with circulating tumor DNA fraction ≥2%. In patients with HR+/HER2- ABC and PIK3CAm receiving alpelisib/fulvestrant (ALP+FUL; n = 182) or fulvestrant alone (FUL; n = 119), median real-world progression-free survival (rwPFS) was 5.9 months on ALP+FUL [95% confidence interval (CI): 5.1-7.4] versus 3.1 months on FUL (95% CI: 2.7-3.7; P < 0.0001). In patients with OTHERm, median rwPFS was 4.0 months on ALP+FUL (95% CI: 2.8-10.1) versus 2.5 months on FUL (95% CI: 2.2-3.7; P = 0.0054). CONCLUSIONS CGP detects diverse PIK3CAm in a greater number of patients with ABC than PCR hotspot testing; 20% of patients with PIK3CAm do not have SOLAR1m. These patients may derive benefit from alpelisib. See related commentary by Tau and Miller, p. 989.
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Affiliation(s)
- Hope S. Rugo
- University of California, San Francisco Helen Diller Family Comprehensive Cancer Center, San Francisco, California
| | - Kira Raskina
- Foundation Medicine Inc., Cambridge, Massachusetts
| | | | | | - Ryon P. Graf
- Foundation Medicine Inc., Cambridge, Massachusetts
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16
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Peixoto A, Cirnes L, Carvalho AL, Andrade MJ, Brito MJ, Borralho P, Coimbra N, Borralho PM, Carneiro AS, Castro L, Correia L, Dionísio MR, Faria C, Figueiredo P, Gomes A, Paixão J, Pinheiro M, Prazeres H, Ribeiro J, Salgueiro N, Schmitt FC, Silva F, Silvestre AR, Sousa AC, Almeida-Tavares J, Teixeira MR, André S, Machado JC. Evaluation of PIK3CA mutations in advanced ER+/HER2-breast cancer in Portugal - U-PIK Project. Front Mol Biosci 2023; 10:1082915. [PMID: 36825198 PMCID: PMC9941536 DOI: 10.3389/fmolb.2023.1082915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 01/05/2023] [Indexed: 02/10/2023] Open
Abstract
Background: Around 40% of ER+/HER2-breast carcinomas (BC) present mutations in the PIK3CA gene. Assessment of PIK3CA mutational status is required to identify patients eligible for treatment with PI3Kα inhibitors, with alpelisib currently the only approved tyrosine kinase inhibitor in this setting. U-PIK project aimed to conduct a ring trial to validate and implement the PIK3CA mutation testing in several Portuguese centers, decentralizing it and optimizing its quality at national level. Methods: Eight Tester centers selected two samples of patients with advanced ER+/HER2- BC and generated eight replicates of each (n = 16). PIK3CA mutational status was assessed in two rounds. Six centers used the cobas® PIK3CA mutation test, and two used PCR and Sanger sequencing. In parallel, two reference centers (IPATIMUP and the Portuguese Institute of Oncology [IPO]-Porto) performed PIK3CA mutation testing by NGS in the two rounds. The quality of molecular reports describing the results was also assessed. Testing results and molecular reports were received and analyzed by U-PIK coordinators: IPATIMUP, IPO-Porto, and IPO-Lisboa. Results: Overall, five centers achieved a concordance rate with NGS results (allele frequency [AF] ≥5%) of 100%, one of 94%, one of 93%, and one of 87.5%, considering the overall performance in the two testing rounds. NGS reassessment of discrepancies in the results of the methods used by the Tester centers and the reference centers identified one probable false positive and two mutations with low AF (1-3%, at the analytical sensitivity threshold), interpreted as subclonal variants with heterogeneous representation in the tissue sections processed by the respective centers. The analysis of molecular reports revealed the need to implement the use of appropriate sequence variant nomenclature with the identification of reference sequences (HGVS-nomenclature) and to state the tumor cell content in each sample. Conclusion: The concordance rates between the method used by each tester center and NGS validate the use of the PIK3CA mutational status test performed at these centers in clinical practice in patients with advanced ER+/HER2- BC.
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Affiliation(s)
- Ana Peixoto
- Serviço de Genética Laboratorial, Instituto Português de Oncologia do Porto Francisco Gentil (IPO Porto), Porto, Portugal
| | - Luís Cirnes
- IPATIMUP - Instituto de Patologia e Imunologia da Universidade do Porto, Porto, Portugal
| | - Ana Luísa Carvalho
- Serviço de Anatomia Patológica, Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Lisboa, Portugal
| | | | - Maria José Brito
- Unidade de Mama, Centro Clínico Champalimaud, Fundação Champalimaud, Lisboa, Portugal
| | - Paula Borralho
- Serviço de Anatomia Patológica, Hospital CUF Descobertas, Lisboa, Portugal
- Faculdade de Medicina da Universidade de Lisboa, Lisboa, Portugal
| | - Nuno Coimbra
- Serviço de Anatomia Patológica, Instituto Português de Oncologia do Porto Francisco Gentil (IPO Porto), Porto, Portugal
| | - Pedro M. Borralho
- Novartis Farma - Produtos Farmacêuticos, S.A., Porto Salvo, Portugal
| | - Ana Sofia Carneiro
- Serviço de Anatomia Patológica, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
| | - Lisandra Castro
- Departamento de Genética Molecular, SYNLAB Genética Médica, S.A., Porto, Portugal
| | - Lurdes Correia
- Serviço de Anatomia Patológica, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
- Instituto de Anatomia Patológica, Lisboa, Portugal
| | | | - Carlos Faria
- Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | | | - Ana Gomes
- Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Joana Paixão
- Serviço de Anatomia Patológica, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
| | - Manuela Pinheiro
- Serviço de Genética Laboratorial, Instituto Português de Oncologia do Porto Francisco Gentil (IPO Porto), Porto, Portugal
| | - Hugo Prazeres
- Serviço de Anatomia Patológica, IPO Coimbra, Coimbra, Portugal
| | - Joana Ribeiro
- Unidade de Mama, Centro Clínico Champalimaud, Fundação Champalimaud, Lisboa, Portugal
| | - Natália Salgueiro
- Departamento de Genética Molecular, SYNLAB Genética Médica, S.A., Porto, Portugal
| | - Fernando C. Schmitt
- IPATIMUP - Instituto de Patologia e Imunologia da Universidade do Porto, Porto, Portugal
- Faculdade de Medicina da Universidade do Porto, Porto, Portugal
| | - Fátima Silva
- Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
- Escola Superior de Tecnologia da Saúde de Coimbra, Coimbra, Portugal
- Associação Portuguesa de Técnicas de Anatomia Patológica, Porto, Portugal
| | - Ana Rita Silvestre
- Serviço de Anatomia Patológica, Hospital CUF Descobertas, Lisboa, Portugal
| | - Ana Carla Sousa
- GenoMed – Diagnósticos de Medicina Molecular, S.A., Lisboa, Portugal
| | - Joana Almeida-Tavares
- Serviço de Anatomia Patológica, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte, Lisboa, Portugal
| | - Manuel R. Teixeira
- Serviço de Genética Laboratorial, Instituto Português de Oncologia do Porto Francisco Gentil (IPO Porto), Porto, Portugal
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal
| | - Saudade André
- Serviço de Anatomia Patológica, Instituto Português de Oncologia de Lisboa Francisco Gentil (IPOLFG), Lisboa, Portugal
| | - José Carlos Machado
- IPATIMUP - Instituto de Patologia e Imunologia da Universidade do Porto, Porto, Portugal
- Faculdade de Medicina da Universidade do Porto, Porto, Portugal
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17
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Mussa A, Leoni C, Iacoviello M, Carli D, Ranieri C, Pantaleo A, Buonuomo PS, Bagnulo R, Ferrero GB, Bartuli A, Melis D, Maitz S, Loconte DC, Turchiano A, Piglionica M, De Luisi A, Susca FC, Bukvic N, Forleo C, Selicorni A, Zampino G, Onesimo R, Cappuccio G, Garavelli L, Novelli C, Memo L, Morando C, Della Monica M, Accadia M, Capurso M, Piscopo C, Cereda A, Di Giacomo MC, Saletti V, Spinelli AM, Lastella P, Tenconi R, Dvorakova V, Irvine AD, Resta N. Genotypes and phenotypes heterogeneity in PIK3CA-related overgrowth spectrum and overlapping conditions: 150 novel patients and systematic review of 1007 patients with PIK3CA pathogenetic variants. J Med Genet 2023; 60:163-173. [PMID: 35256403 DOI: 10.1136/jmedgenet-2021-108093] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2021] [Accepted: 02/18/2022] [Indexed: 01/27/2023]
Abstract
BACKGROUND Postzygotic activating PIK3CA variants cause several phenotypes within the PIK3CA-related overgrowth spectrum (PROS). Variant strength, mosaicism level, specific tissue involvement and overlapping disorders are responsible for disease heterogeneity. We explored these factors in 150 novel patients and in an expanded cohort of 1007 PIK3CA-mutated patients, analysing our new data with previous literature to give a comprehensive picture. METHODS We performed ultradeep targeted next-generation sequencing (NGS) on DNA from skin biopsy, buccal swab or blood using a panel including phosphatidylinositol 3-kinase/AKT/mammalian target of rapamycin pathway genes and GNAQ, GNA11, RASA1 and TEK. Additionally, 914 patients previously reported were systematically reviewed. RESULTS 93 of our 150 patients had PIK3CA pathogenetic variants. The merged PROS cohort showed that PIK3CA variants span thorough all gene domains, some were exclusively associated with specific PROS phenotypes: weakly activating variants were associated with central nervous system (CNS) involvement, and strongly activating variants with extra-CNS phenotypes. Among the 57 with a wild-type PIK3CA allele, 11 patients with overgrowth and vascular malformations overlapping PROS had variants in GNAQ, GNA11, RASA1 or TEK. CONCLUSION We confirm that (1) molecular diagnostic yield increases when multiple tissues are tested and by enriching NGS panels with genes of overlapping 'vascular' phenotypes; (2) strongly activating PIK3CA variants are found in affected tissue, rarely in blood: conversely, weakly activating mutations more common in blood; (3) weakly activating variants correlate with CNS involvement, strong variants are more common in cases without; (4) patients with vascular malformations overlapping those of PROS can harbour variants in genes other than PIK3CA.
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Affiliation(s)
- Alessandro Mussa
- Department of Public Health and Pediatric Sciences, Università degli Studi di Torino, Torino, Italy.,Pediatric Clinical Genetics, Regina Margherita Children's Hospital, Hospital, Città della Salute e della Scienza di Torino, Torino, Italy
| | - Chiara Leoni
- Center for Rare Diseases and Birth Defects, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Matteo Iacoviello
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Diana Carli
- Department of Public Health and Pediatric Sciences, Università degli Studi di Torino, Torino, Italy.,Pediatric Onco-Hematology, Stem Cell Transplantation and Cell Therapy Division, Regina Margherita Children's Hospital, Città Della Salute e Della Scienza di Torino, Torino, Italy
| | - Carlotta Ranieri
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Antonino Pantaleo
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Paola Sabrina Buonuomo
- Rare Diseases and Medical Genetics Unit, Bambino Gesù Children's Hospital IRCCS, Roma, Italy
| | - Rosanna Bagnulo
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | | | - Andrea Bartuli
- Rare Diseases and Medical Genetics Unit, Bambino Gesù Children's Hospital IRCCS, Roma, Italy
| | - Daniela Melis
- Department of Medicine, Surgery and Dentistry "Scuola Medica Salernitana", University of Salerno, Fisciano, Italy
| | - Silvia Maitz
- Clinical Pediatric Genetics Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy
| | - Daria Carmela Loconte
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Antonella Turchiano
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Marilidia Piglionica
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Annunziata De Luisi
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Francesco Claudio Susca
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Nenad Bukvic
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Cinzia Forleo
- Cardiology Unit, Department of Emergency and Organ Transplantation, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | | | - Giuseppe Zampino
- Center for Rare Diseases and Birth Defects, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Roberta Onesimo
- Center for Rare Diseases and Birth Defects, Department of Woman and Child Health and Public Health, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italy
| | - Gerarda Cappuccio
- Department of Translational Medicine, Federico II University Hospital, Napoli, Italy
| | - Livia Garavelli
- Medical Genetics Unit, Mother and Child Health Department, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Chiara Novelli
- Department of Clinical Sciences and Community Health, Università degli Studi di Milano, Milano, Italy
| | - Luigi Memo
- Department of Pediatrics, Neonatal Intensive Care Unit, San Bortolo Hospital of Vicenza, Vicenza, Italy
| | - Carla Morando
- Department of Pediatrics, Neonatal Intensive Care Unit, San Bortolo Hospital of Vicenza, Vicenza, Italy
| | | | - Maria Accadia
- Medical Genetics Unit, Hospital "Cardinale G. Panico", Tricase, Italy
| | - Martina Capurso
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
| | - Carmelo Piscopo
- Medical Genetics Unit, Cardarelli Hospital, Napoli, Italy, Italy
| | - Anna Cereda
- Pediatric Department, ASST Papa Giovanni XXIII, Bergamo, Italy
| | | | - Veronica Saletti
- Department of Pediatric Neuroscience, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milano, Italy
| | | | - Patrizia Lastella
- Centro Sovraziendale di Assistenza e Ricerca per le Malattie Rare, Internal Medicine Unit 'C. Frugoni', Ospedale Consorziale Policlinico di Bari, Bari, Italy
| | - Romano Tenconi
- Department of Pediatrics, Clinical Genetics, Universita degli Studi di Padova, Padova, Italy
| | - Veronika Dvorakova
- Dermatology Clinic, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - Alan D Irvine
- Dermatology Clinic, Our Lady's Children's Hospital Crumlin, Dublin, Ireland
| | - Nicoletta Resta
- Department of Biomedical Sciences and Human Oncology, Università degli Studi di Bari "Aldo Moro", Bari, Italy
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Ben Rekaya M, Sassi F, Saied E, Bel Haj Kacem L, Mansouri N, Zarrouk S, Azouz S, Rammeh S. PIK3CA mutations in breast cancer: A Tunisian series. PLoS One 2023; 18:e0285413. [PMID: 37195967 DOI: 10.1371/journal.pone.0285413] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 04/23/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND The aim of this study was to analyze PIK3CA mutations in exons 9 and 20 in breast cancers (BCs) and their association with clinicopathological characteristics. METHODS Mutational analysis of PIK3CA exon 9 and 20 was performed by Sanger sequencing in 54 primary BCs of Tunisian women. The associations of PIK3CA mutations with clinicopathological characteristics were analyzed. RESULTS Fifteen exon 9 and exon 20 PIK3CA variants were identified in 33/54 cases (61%). PIK3CA mutations including pathogenic (class 5/Tier I) or likely pathogenic (class 4/Tier II) occurred in 24/54 cases (44%): 17/24 cases (71%) in exon 9, 5/24 cases (21%) in exon 20 and 2/24 cases (8%) in both exons. Of these 24 cases, 18 (75%) carried at least one of the three hot spot mutations: E545K (in 8 cases), H1047R (in 4 cases), E542K (in 3 cases), E545K/E542K (in one case), E545K/H1047R (in one case) and P539R/H1047R (in one case). Pathogenic PIK3CA mutations were associated with negative lymph node status (p = 0.027). Age distribution, histological SBR tumor grading, estrogen and progesterone receptors, human epidermal growth factor receptor 2, and molecular classification were not correlated with PIK3CA mutations (p > 0.05). CONCLUSION The frequency of somatic PIK3CA mutations in BCs of Tunisian women is slightly higher than that of BCs of Caucasian women and more observed in exon 9 than in exon 20. PIK3CA mutated status is associated with negative lymph node status. These data need to be confirmed in larger series.
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Affiliation(s)
- Mariem Ben Rekaya
- Faculty of Medicine of Tunis, UR17ES15, University Tunis El Manar, Tunis, Tunisia
| | - Farah Sassi
- Pathology Department, Charles Nicolle Hospital, Tunis, Tunisia
| | - Essya Saied
- Faculty of Medicine of Tunis, UR17ES15, University Tunis El Manar, Tunis, Tunisia
| | - Linda Bel Haj Kacem
- Faculty of Medicine of Tunis, UR17ES15, University Tunis El Manar, Tunis, Tunisia
- Pathology Department, Charles Nicolle Hospital, Tunis, Tunisia
| | - Nada Mansouri
- Pathology Department, Military Hospital, Tunis, Tunisia
| | - Sinda Zarrouk
- Pasteur Institute of Tunis, Genomics Platform, University of Tunis El Manar Tunis, Tunisia
| | - Saifeddine Azouz
- Pasteur Institute of Tunis, Genomics Platform, University of Tunis El Manar Tunis, Tunisia
| | - Soumaya Rammeh
- Faculty of Medicine of Tunis, UR17ES15, University Tunis El Manar, Tunis, Tunisia
- Pathology Department, Charles Nicolle Hospital, Tunis, Tunisia
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19
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Congur I, Koni E, Onat OE, Tokcaer Keskin Z. Meta-analysis of commonly mutated genes in leptomeningeal carcinomatosis. PeerJ 2023; 11:e15250. [PMID: 37096065 PMCID: PMC10122459 DOI: 10.7717/peerj.15250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Accepted: 03/28/2023] [Indexed: 04/26/2023] Open
Abstract
Background Leptomeningeal carcinomatosis (LMC) is a rare type of cancer that settles at the meninges through metastasis of non-small cell lung cancer (NSCLC), breast cancer and melanoma. The molecular mechanism underlying LMC is not known, therefore molecular studies investigating the development of LMC are needed. Here, we aimed to identify commonly mutated genes in LMC caused by NSCLC, breast cancer, and melanoma using an in-slico approach and their interactions using integrated bioinformatic approaches/tools in this meta-analysis. Methods We conducted a meta-analysis using information from 16 studies that included different sequencing techniques of patients with LMC caused by three different primary cancers: breast cancer, NSCLC, and melanoma. All studies that assessed mutation information from patients with LMC were searched in PubMed, from their inception to February, 16 2022. Studies that performed NGS on LMC patients with NSCLC, breast cancer, or melanoma were included, while studies that did not apply NGS to CSF samples, did not provide information on altered genes, were reviews, editorials, or conference abstracts, or whose main goal was the detection of malignancies were all excluded. We identified commonly mutated genes in all three types of cancer. Next, we constructed a protein-protein interaction network, then performed pathway enrichment analysis. We searched National Institutes of Health (NIH) and Drug-Gene Interaction Database (DGIdb) to find candidate drugs. Results We found that TP53, PTEN, PIK3CA, IL7R, and KMT2D genes were commonly mutated genes in all three types of cancer via our meta-analysis that consisted out of 16 studies. Our pathway enrichment analysis showed that all five genes were primarily associated with regulation of cell communication and signaling, and cell proliferation. Other enriched pathways included regulation of apoptotic processes of leukocytes and fibroblasts, macroautophagy and growth. According to our drug search we found candidate drugs; Everolimus, Bevacizumab and Temozolomide, which interact with these five genes. Conclusion In conclusion, a total of 96 mutated genes in LMC were investigated via meta-analysis. Our findings suggested vital roles of TP53, PTEN, PIK3CA, KMT2D, and IL7R, which can provide insight into the molecular basis of LMC development and paving the door to the development of new targeted medicine and will encourage molecular biologists to seek biological evidence.
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Affiliation(s)
- Irem Congur
- Department of Molecular and Translational Biomedicine, Institute of Natural and Applied Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey
| | - Ekin Koni
- Department of Molecular and Translational Biomedicine, Institute of Natural and Applied Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey
| | - Onur Emre Onat
- Department of Genome Studies, Institute of Health Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey
- Department of Molecular Biology, Institute of Life Sciences and Biotechnology, Bezmialem Foundation University, Istanbul, Turkey
| | - Zeynep Tokcaer Keskin
- Department of Molecular and Translational Biomedicine, Institute of Natural and Applied Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey
- Department of Molecular Biology and Genetics Faculty of Engineering and Natural Sciences, Acıbadem Mehmet Ali Aydınlar University, Istanbul, Turkey
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20
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VanLandingham NK, Nazarenko A, Grandis JR, Johnson DE. The mutational profiles and corresponding therapeutic implications of PI3K mutations in cancer. Adv Biol Regul 2023; 87:100934. [PMID: 36402737 PMCID: PMC9992323 DOI: 10.1016/j.jbior.2022.100934] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 11/04/2022] [Accepted: 11/10/2022] [Indexed: 11/16/2022]
Abstract
Genetic alterations of the PIK3CA gene, encoding the p110α catalytic subunit of PI3Kα enzyme, are found in a broad spectrum of human cancers. Many cancer-associated PIK3CA mutations occur at 3 hotspot locations and are termed canonical mutations. Canonical mutations result in hyperactivation of PI3K and promote oncogenesis via the PI3K/AKT/mTOR and PI3K/COX-2/PGE2 signaling pathways. These mutations also may serve as predictive biomarkers of response to PI3K inhibitors, as well as NSAID therapy. A large number of non-canonical PIK3CA mutations have also been identified in human tumors, but their functional properties are poorly understood. Here we review the landscape of PIK3CA mutations in different cancers and efforts underway to define the functional properties of non-canonical PIK3CA mutations. In addition, we summarize what has been learned from clinical trials of PI3K inhibitors as well as current trials incorporating these molecular targeting agents.
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Affiliation(s)
- Nathan K VanLandingham
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, CA, USA
| | | | - Jennifer R Grandis
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Daniel E Johnson
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, CA, USA.
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21
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Novel Systemic Treatment Modalities Including Immunotherapy and Molecular Targeted Therapy for Recurrent and Metastatic Head and Neck Squamous Cell Carcinoma. Int J Mol Sci 2022; 23:ijms23147889. [PMID: 35887235 PMCID: PMC9320653 DOI: 10.3390/ijms23147889] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Revised: 07/08/2022] [Accepted: 07/14/2022] [Indexed: 12/15/2022] Open
Abstract
Head and neck squamous cell carcinomas (HNSCCs) are the sixth most common cancers worldwide. More than half of patients with HNSCC eventually experience disease recurrence and/or metastasis, which can threaten their long-term survival. HNSCCs located in the oral cavity and larynx are usually associated with tobacco and/or alcohol use, whereas human papillomavirus (HPV) infection, particularly HPV16 infection, is increasingly recognized as a cause of oropharyngeal HNSCC. Despite clinical, histologic, and molecular differences between HPV-positive and HPV-negative HNSCCs, current treatment approaches are the same. For recurrent disease, these strategies include chemotherapy, immunotherapy with PD-1-inhibitors, or a monoclonal antibody, cetuximab, that targets epidermal growth factor; these therapies can be administered either as single agents or in combination. However, these treatment strategies carry a high risk of toxic side effects; therefore, more effective and less toxic treatments are needed. The landscape of HNSCC therapy is changing significantly; numerous clinical trials are underway to test novel therapeutic options like adaptive cellular therapy, antibody-drug conjugates, new targeted therapy agents, novel immunotherapy combinations, and therapeutic vaccines. This review helps in understanding the various developments in HNSCC therapy and sheds light on the path ahead in terms of further research in this field.
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22
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Cohen-Gogo S, Kanwar N, Shaikh F, Baertschiger RM, Shlien A, Malkin D, Putra J, Coblentz A, Villani A, Gupta AA, Morgenstern DA. Response to Alpelisib in an Adolescent With PIK3CA-Mutated Metastatic Gastrointestinal Stromal Tumor. JCO Precis Oncol 2022; 6:e2200105. [PMID: 35917491 DOI: 10.1200/po.22.00105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
- Sarah Cohen-Gogo
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Nisha Kanwar
- Division of Pathology and Laboratory Medicine, The Hospital for Sick Children, Department of Laboratory Medicine and Pathology, University of Toronto, Toronto, ON, Canada
| | - Furqan Shaikh
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Reto M Baertschiger
- Division of General and Thoracic Surgery, The Hospital for Sick Children, Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Adam Shlien
- Division of Pathology and Laboratory Medicine, The Hospital for Sick Children, Department of Laboratory Medicine and Pathology, University of Toronto, Toronto, ON, Canada
| | - David Malkin
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Juan Putra
- Department of Pathology, Boston Children's Hospital, Boston, MA
| | - Ailish Coblentz
- Diagnostic Imaging, The Hospital for Sick Children, Toronto, ON, Canada
| | - Anita Villani
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Abha A Gupta
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
| | - Daniel A Morgenstern
- Division of Hematology/Oncology, The Hospital for Sick Children, Department of Paediatrics, University of Toronto, Toronto, ON, Canada
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23
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Vasan N, Cantley LC. At a crossroads: how to translate the roles of PI3K in oncogenic and metabolic signalling into improvements in cancer therapy. Nat Rev Clin Oncol 2022; 19:471-485. [PMID: 35484287 PMCID: PMC11215755 DOI: 10.1038/s41571-022-00633-1] [Citation(s) in RCA: 48] [Impact Index Per Article: 24.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/04/2022] [Indexed: 12/14/2022]
Abstract
Numerous agents targeting various phosphatidylinositol 3-kinase (PI3K) pathway components, including PI3K, AKT and mTOR, have been tested in oncology clinical trials, resulting in regulatory approvals for the treatment of selected patients with breast cancer, certain other solid tumours or particular haematological malignancies. However, given the prominence of PI3K signalling in cancer and the crucial role of this pathway in linking cancer growth with metabolism, these clinical results could arguably be improved upon. In this Review, we discuss past and present efforts to overcome the somewhat limited clinical efficacy of PI3Kα pathway inhibitors, including optimization of inhibitor specificity, patient selection and biomarkers across cancer types, with a focus on breast cancer, as well as identification and abrogation of signalling-related and metabolic mechanisms of resistance, and interventions to improve management of prohibitive adverse events. We highlight the advantages and limitations of laboratory-based model systems used to study the PI3K pathway, and propose technologies and experimental inquiries to guide the future clinical deployment of PI3K pathway inhibitors in the treatment of cancer.
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Affiliation(s)
- Neil Vasan
- Department of Medicine, Division of Hematology/Oncology, Columbia University Irving Medical Center, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Lewis C Cantley
- Meyer Cancer Center, Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
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24
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Song XC, Wang YX, Yu M, Cao DY, Yang JX. Case Report: Management of Recurrent Ovarian Squamous Cell Carcinoma With PD-1 Inhibitor. Front Oncol 2022; 12:789228. [PMID: 35356229 PMCID: PMC8959438 DOI: 10.3389/fonc.2022.789228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 02/09/2022] [Indexed: 11/13/2022] Open
Abstract
Malignant transformations, such as ovarian squamous cell carcinoma (SCC) in ovarian mature cystic teratoma (OMCT), are rare tumors. The management of recurrent disease is still a challenge, and the gene mutations involved remain unclear. We herein report a recurrent case of ovarian SCC with a PIK3CA gene variation and immunohistochemical staining of programmed death-ligand 1 (PD-L1) >10%. This patient achieved clinical remission after platinum-based effective chemotherapy and programmed death 1 (PD-1) immunotherapy.
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Affiliation(s)
- Xiao-Chen Song
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetrics & Gynecologic Diseases, Beijing, China
| | - Yong-Xue Wang
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetrics & Gynecologic Diseases, Beijing, China
| | - Mei Yu
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetrics & Gynecologic Diseases, Beijing, China
| | - Dong-Yan Cao
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetrics & Gynecologic Diseases, Beijing, China
| | - Jia-Xin Yang
- Department of Obstetrics and Gynecology, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, National Clinical Research Center for Obstetrics & Gynecologic Diseases, Beijing, China
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25
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Peng Y, Wang Y, Zhou C, Mei W, Zeng C. PI3K/Akt/mTOR Pathway and Its Role in Cancer Therapeutics: Are We Making Headway? Front Oncol 2022; 12:819128. [PMID: 35402264 PMCID: PMC8987494 DOI: 10.3389/fonc.2022.819128] [Citation(s) in RCA: 151] [Impact Index Per Article: 75.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Accepted: 03/04/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer is a severe public health issue that is a leading cause of mortality globally. It is also an impediment to improving life expectancy worldwide. Furthermore, the global burden of cancer incidence and death is continuously growing. Current therapeutic options are insufficient for patients, and tumor complexity and heterogeneity necessitate customized medicine or targeted therapy. It is critical to identify potential cancer therapeutic targets. Aberrant activation of the PI3K/AKT/mTOR pathway has a significant role in carcinogenesis. This review summarized oncogenic PI3K/Akt/mTOR pathway alterations in cancer and various cancer hallmarks associated with the PI3K/AKT/mTOR pathway, such as cell proliferation, autophagy, apoptosis, angiogenesis, epithelial-to-mesenchymal transition (EMT), and chemoresistance. Importantly, this review provided recent advances in PI3K/AKT/mTOR inhibitor research. Overall, an in-depth understanding of the association between the PI3K/AKT/mTOR pathway and tumorigenesis and the development of therapies targeting the PI3K/AKT/mTOR pathway will help make clinical decisions.
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Affiliation(s)
- Yan Peng
- Department of Obstetrics, Longhua District Central Hospital, Shenzhen, China
| | - Yuanyuan Wang
- Xianning Medical College, Hubei University of Science and Technology, Xianning, China
| | - Cheng Zhou
- Department of Medical Laboratory, Shenzhen Longhua District Central Hospital, Guangdong Medical University, Shenzhen, China
| | - Wuxuan Mei
- Xianning Medical College, Hubei University of Science and Technology, Xianning, China
| | - Changchun Zeng
- Department of Medical Laboratory, Shenzhen Longhua District Central Hospital, Guangdong Medical University, Shenzhen, China
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26
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Somatic activating BRAF variants cause isolated lymphatic malformations. HGG ADVANCES 2022; 3:100101. [PMID: 35373151 PMCID: PMC8972000 DOI: 10.1016/j.xhgg.2022.100101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 03/10/2022] [Indexed: 11/20/2022] Open
Abstract
Somatic activating variants in PIK3CA, the gene that encodes the p110α catalytic subunit of phosphatidylinositol 3-kinase (PI3K), have been previously detected in ∼80% of lymphatic malformations (LMs).1,2 We report the presence of somatic activating variants in BRAF in individuals with LMs that do not possess pathogenic PIK3CA variants. The BRAF substitution p.Val600Glu (c.1799T>A), one of the most common driver mutations in cancer, was detected in multiple individuals with LMs. Histology revealed abnormal lymphatic channels with immunopositivity for BRAFV600E in endothelial cells that was otherwise indistinguishable from PIK3CA-positive LM. The finding that BRAF variants contribute to low-flow LMs increases the complexity of prior models associating low-flow vascular malformations (LM and venous malformations) with mutations in the PI3K-AKT-MTOR and high-flow vascular malformations (arteriovenous malformations) with mutations in the RAS-mitogen-activated protein kinase (MAPK) pathway.3 In addition, this work highlights the importance of genetic diagnosis prior to initiating medical therapy as more studies examine therapeutics for individuals with vascular malformations.
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Dechaphunkul A, Thongwatchara P, Thongsuksai P, Dechaphunkul T, Geater SL. Frequency of PIK3CA mutations in different subsites of head and neck squamous cell carcinoma in southern Thailand. J Pathol Transl Med 2022; 56:126-133. [PMID: 35209701 PMCID: PMC9119806 DOI: 10.4132/jptm.2022.01.04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 01/04/2022] [Indexed: 12/02/2022] Open
Abstract
Background Phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha (PIK3CA) mutations have been reported in many cancers, including head and neck squamous cell carcinoma (HNSCC). The frequency of these mutations varies among tumor locations and might be relevant to treatment outcomes among HNSCC. In this study, we examined the frequency of PIK3CA mutations in the different subsites of HNSCC. Methods Ninety-six fresh biopsy specimens were investigated for mutations in PIK3CA exons 4, 9, and 20 using allele-specific real-time polymerase chain reaction. Patient characteristics and survival were analyzed and compared between specimens with or without PIK3CA mutations. Results The study included primary tumors originating from the oral cavity (n = 63), hypopharynx (n = 23), and oropharynx (n = 10). We identified mutations in 10.4% of patients (10 of 96 specimens). The overall mutational frequency was 17.4% (4/23) and 9.5% (6/63) in the hypopharynx and oral cavity, respectively. No patients with oropharyngeal carcinoma had mutations. Among the 10 mutant specimens, five were missense mutations (exon 9 [E545K] in two samples and exon 20 [H1047R] in three samples) and five were silent mutations in exon 20 (T1025T). Mutations were not found in exon 4. Among 84 patients with available clinical data, we found no significant differences in clinical characteristics and survival based on the presence or absence of PIK-3CA mutations. Conclusions The results indicate that PIK3CA mutations are involved in HNSCC carcinogenesis, and the hypopharynx should be considered a primary site of interest for future studies, particularly in Southeast Asian populations.
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Affiliation(s)
- Arunee Dechaphunkul
- Holistic Center for Cancer Study and Care (HOCC-PSU), Medical Oncology Unit, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Phatcharaporn Thongwatchara
- Holistic Center for Cancer Study and Care (HOCC-PSU), Medical Oncology Unit, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Paramee Thongsuksai
- Department of Pathology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Tanadech Dechaphunkul
- Department of Otorhinolaryngology Head and Neck Surgery, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
| | - Sarayut Lucien Geater
- Division of Respiratory and Respiratory Critical Care Medicine, Department of Internal Medicine, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand
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Johnson BE, Creason AL, Stommel JM, Keck JM, Parmar S, Betts CB, Blucher A, Boniface C, Bucher E, Burlingame E, Camp T, Chin K, Eng J, Estabrook J, Feiler HS, Heskett MB, Hu Z, Kolodzie A, Kong BL, Labrie M, Lee J, Leyshock P, Mitri S, Patterson J, Riesterer JL, Sivagnanam S, Somers J, Sudar D, Thibault G, Weeder BR, Zheng C, Nan X, Thompson RF, Heiser LM, Spellman PT, Thomas G, Demir E, Chang YH, Coussens LM, Guimaraes AR, Corless C, Goecks J, Bergan R, Mitri Z, Mills GB, Gray JW. An omic and multidimensional spatial atlas from serial biopsies of an evolving metastatic breast cancer. Cell Rep Med 2022; 3:100525. [PMID: 35243422 PMCID: PMC8861971 DOI: 10.1016/j.xcrm.2022.100525] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2021] [Revised: 11/15/2021] [Accepted: 01/19/2022] [Indexed: 12/15/2022]
Abstract
Mechanisms of therapeutic resistance and vulnerability evolve in metastatic cancers as tumor cells and extrinsic microenvironmental influences change during treatment. To support the development of methods for identifying these mechanisms in individual people, here we present an omic and multidimensional spatial (OMS) atlas generated from four serial biopsies of an individual with metastatic breast cancer during 3.5 years of therapy. This resource links detailed, longitudinal clinical metadata that includes treatment times and doses, anatomic imaging, and blood-based response measurements to clinical and exploratory analyses, which includes comprehensive DNA, RNA, and protein profiles; images of multiplexed immunostaining; and 2- and 3-dimensional scanning electron micrographs. These data report aspects of heterogeneity and evolution of the cancer genome, signaling pathways, immune microenvironment, cellular composition and organization, and ultrastructure. We present illustrative examples of how integrative analyses of these data reveal potential mechanisms of response and resistance and suggest novel therapeutic vulnerabilities.
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Affiliation(s)
- Brett E. Johnson
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Allison L. Creason
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jayne M. Stommel
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jamie M. Keck
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Swapnil Parmar
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Courtney B. Betts
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Aurora Blucher
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Christopher Boniface
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR 97239, USA
| | - Elmar Bucher
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Erik Burlingame
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA
| | - Todd Camp
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Koei Chin
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jennifer Eng
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Joseph Estabrook
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Heidi S. Feiler
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Michael B. Heskett
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Zhi Hu
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Annette Kolodzie
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Ben L. Kong
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Pharmacy Services, Oregon Health & Science University, Portland, OR 97239, USA
| | - Marilyne Labrie
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jinho Lee
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Patrick Leyshock
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Souraya Mitri
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Janice Patterson
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Knight Diagnostic Laboratories, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jessica L. Riesterer
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Multiscale Microscopy Core, Oregon Health & Science University, Portland, OR 97239, USA
| | - Shamilene Sivagnanam
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
- Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA
| | - Julia Somers
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Damir Sudar
- Quantitative Imaging Systems LLC, Portland, OR 97239, USA
| | - Guillaume Thibault
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Benjamin R. Weeder
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Christina Zheng
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Xiaolin Nan
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Cancer Early Detection Advanced Research Center, Oregon Health & Science University, Portland, OR 97239, USA
| | - Reid F. Thompson
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Division of Hospital and Specialty Medicine, VA Portland Healthcare System, Portland, OR 97239, USA
| | - Laura M. Heiser
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Paul T. Spellman
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - George Thomas
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Pathology & Laboratory Medicine, Oregon Health & Science University, Portland, OR 97239, USA
| | - Emek Demir
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR 97239, USA
| | - Young Hwan Chang
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
- Computational Biology Program, Oregon Health & Science University, Portland, OR 97239, USA
| | - Lisa M. Coussens
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Alexander R. Guimaraes
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Diagnostic Radiology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Christopher Corless
- Department of Pharmacy Services, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Pathology & Laboratory Medicine, Oregon Health & Science University, Portland, OR 97239, USA
| | - Jeremy Goecks
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
| | - Raymond Bergan
- Fred & Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE 68198, USA
| | - Zahi Mitri
- Division of Hematology & Medical Oncology, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Medicine, Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
| | - Gordon B. Mills
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Cell, Developmental & Cancer Biology, Oregon Health & Science University, Portland, OR 97239, USA
| | - Joe W. Gray
- Knight Cancer Institute, Oregon Health & Science University, Portland, OR 97239, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR 97239, USA
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Szeto C, Kurzrock R, Kato S, Goloubev A, Veerapaneni S, Preble A, Reddy S, Adashek J. Association of differential expression of immunoregulatory molecules and presence of targetable mutations may inform rational design of clinical trials. ESMO Open 2022; 7:100396. [PMID: 35158206 PMCID: PMC8850727 DOI: 10.1016/j.esmoop.2022.100396] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2021] [Revised: 12/07/2021] [Accepted: 01/03/2022] [Indexed: 12/31/2022] Open
Abstract
Background Immune checkpoint inhibitors (ICIs) and genomic biomarker-driven targeted therapies have revolutionized the modern oncologic treatment arsenal. The next step has been to combine targeted agents and ICIs. In doing so, some combination regimens may be more logical than others. Patients and methods Whole-exome and whole-transcriptome sequencing were performed on 2739 unselected later-stage clinical cases from 24 solid tumor subtypes in the NantHealth database, and data were also curated from 5746 similarly sequenced patients across 28 solid tumor subtypes in The Cancer Genome Atlas (TCGA). Significant differential expression of 10 immunoregulatory molecules [IRMs (genes)] was analyzed for association with mutant versus wild-type genes. Results Twenty-three significant associations between currently actionable variants and RNA-expressed checkpoint genes were identified in the TCGA cases; 10 were validated in the external cohort of 2739 clinical cases from NantHealth (P values were adjusted using Benjamini–Hochberg multiple hypothesis correction to reduce false-discovery rate). Within the same 5746 TCGA profiles, 2740 TCGA patients were identified as having one or more potentially oncogenic single-nucleotide variant (SNV) mutation within an established 50-gene hotspot panel. Of the 50 genes, SNVs within 15 were found to be significantly associated with differential expression of at least one IRM after adjusting for tissue enrichment; six were confirmed significant associations in an independent set of 2739 clinical cases from NantHealth. Conclusions Logically combining ICIs with targeted therapies may offer unique treatment strategies for patients with cancer. The presence of specific mutations impacts the expression of IRMs, an observation of potential importance for selecting combinations of gene- and immune-targeted therapeutics. Altered actionable genes correlated with specific checkpoint transcripts. Associations between IRMs and altered genes were validated in independent datasets. Combining immune- and gene-targeted drugs based on IRM/gene correlations merits study.
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Karagiannakos A, Adamaki M, Tsintarakis A, Vojtesek B, Fåhraeus R, Zoumpourlis V, Karakostis K. Targeting Oncogenic Pathways in the Era of Personalized Oncology: A Systemic Analysis Reveals Highly Mutated Signaling Pathways in Cancer Patients and Potential Therapeutic Targets. Cancers (Basel) 2022; 14:cancers14030664. [PMID: 35158934 PMCID: PMC8833388 DOI: 10.3390/cancers14030664] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2021] [Revised: 01/23/2022] [Accepted: 01/24/2022] [Indexed: 12/12/2022] Open
Abstract
Cancer is the second leading cause of death globally. One of the main hallmarks in cancer is the functional deregulation of crucial molecular pathways via driver genetic events that lead to abnormal gene expression, giving cells a selective growth advantage. Driver events are defined as mutations, fusions and copy number alterations that are causally implicated in oncogenesis. Molecular analysis on tissues that have originated from a wide range of anatomical areas has shown that mutations in different members of several pathways are implicated in different cancer types. In recent decades, significant efforts have been made to incorporate this knowledge into daily medical practice, providing substantial insight towards clinical diagnosis and personalized therapies. However, since there is still a strong need for more effective drug development, a deep understanding of the involved signaling mechanisms and the interconnections between these pathways is highly anticipated. Here, we perform a systemic analysis on cancer patients included in the Pan-Cancer Atlas project, with the aim to select the ten most highly mutated signaling pathways (p53, RTK-RAS, lipids metabolism, PI-3-Kinase/Akt, ubiquitination, b-catenin/Wnt, Notch, cell cycle, homology directed repair (HDR) and splicing) and to provide a detailed description of each pathway, along with the corresponding therapeutic applications currently being developed or applied. The ultimate scope is to review the current knowledge on highly mutated pathways and to address the attractive perspectives arising from ongoing experimental studies for the clinical implementation of personalized medicine.
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Affiliation(s)
- Alexandros Karagiannakos
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Avenue, 11635 Athens, Greece; (A.K.); (M.A.); (A.T.)
| | - Maria Adamaki
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Avenue, 11635 Athens, Greece; (A.K.); (M.A.); (A.T.)
| | - Antonis Tsintarakis
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Avenue, 11635 Athens, Greece; (A.K.); (M.A.); (A.T.)
| | - Borek Vojtesek
- Research Centre for Applied Molecular Oncology (RECAMO), Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic; (B.V.); (R.F.)
| | - Robin Fåhraeus
- Research Centre for Applied Molecular Oncology (RECAMO), Masaryk Memorial Cancer Institute, 65653 Brno, Czech Republic; (B.V.); (R.F.)
- Inserm UMRS1131, Institut de Génétique Moléculaire, Université Paris 7, Hôpital St. Louis, F-75010 Paris, France
- Department of Medical Biosciences, Umeå University, 90185 Umeå, Sweden
- International Centre for Cancer Vaccine Science, University of Gdansk, 80-822 Gdansk, Poland
| | - Vassilis Zoumpourlis
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Avenue, 11635 Athens, Greece; (A.K.); (M.A.); (A.T.)
- Correspondence: (V.Z.); (K.K.)
| | - Konstantinos Karakostis
- Biomedical Applications Unit, Institute of Chemical Biology, National Hellenic Research Foundation (NHRF), 48 Vassileos Constantinou Avenue, 11635 Athens, Greece; (A.K.); (M.A.); (A.T.)
- Inserm UMRS1131, Institut de Génétique Moléculaire, Université Paris 7, Hôpital St. Louis, F-75010 Paris, France
- Institut de Biotecnologia i de Biomedicina, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain
- Correspondence: (V.Z.); (K.K.)
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31
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Massively parallel phenotyping of coding variants in cancer with Perturb-seq. Nat Biotechnol 2022; 40:896-905. [DOI: 10.1038/s41587-021-01160-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 11/11/2021] [Indexed: 02/08/2023]
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Sheppard SE, Sanders VR, Srinivasan A, Finn LS, Adams D, Elton A, Amlie-Lefond C, Nelson Z, Dmyterko V, Jensen D, Zenner K, Perkins J, Bennett JT. Cerebrofacial vascular metameric syndrome is caused by somatic pathogenic variants in PIK3CA. Cold Spring Harb Mol Case Stud 2021; 7:mcs.a006147. [PMID: 34887309 PMCID: PMC8751408 DOI: 10.1101/mcs.a006147] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Accepted: 09/30/2021] [Indexed: 12/26/2022] Open
Abstract
Disorganized morphogenesis of arteries, veins, capillaries, and lymphatic vessels results in vascular malformations. Most individuals with isolated vascular malformations have postzygotic (mosaic), activating pathogenic variants in a handful of oncogenes within the PI3K–RAS–MAPK pathway (Padia et al., Laryngoscope Investig Otolaryngol 4: 170–173 [2019]). Activating pathogenic variants in the gene PIK3CA, which encodes for the catalytic subunit of phosphatidylinositol 3-kinase, are present in both lymphatic and venous malformations as well as arteriovenous malformations in other complex disorders such as CLOVES syndrome (congenital, lipomatous, overgrowth, vascular malformations, epidermal anevi, scoliosis) (Luks et al., Pediatr Dev Pathol 16: 51 [2013]; Luks et al., J Pediatr 166: 1048–1054.e1–5 [2015]; Al-Olabi et al., J Clin Invest 128: 1496–1508 [2018]). These vascular malformations are part of the PIK3CA-related overgrowth spectrum, a spectrum of entities that have regionalized disordered growth due to the presence of tissue-restricted postzygotic PIK3CA pathogenic variants (Keppler-Noreuil et al., Am J Med Genet A 167A: 287–295 [2015]). Cerebrofacial vascular metameric syndrome (CVMS; also described as cerebrofacial arteriovenous metameric syndrome, Bonnet–Dechaume–Blanc syndrome, and Wyburn–Mason syndrome) is the association of retinal, facial, and cerebral vascular malformations (Bhattacharya et al., Interv Neuroradiol 7: 5–17 [2001]; Krings et al., Neuroimaging Clin N Am 17: 245–258 [2007]). The segmental distribution, the presence of tissue overgrowth, and the absence of familial recurrence are all consistent with CVMS being caused by a postzygotic mutation, which has been hypothesized by previous authors (Brinjiki et al., Am J Neuroradiol 39: 2103–2107 [2018]). However, the genetic cause of CVMS has not yet been described. Here, we present three individuals with CVMS and mosaic activating pathogenic variants within the gene PIK3CA. We propose that CVMS be recognized as part of the PIK3CA-related overgrowth spectrum, providing justification for future trials using pharmacologic PIK3CA inhibitors (e.g., alpelisib) for these difficult-to-treat patients.
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Affiliation(s)
- Sarah E Sheppard
- Division of Human Genetics, Department of Pediatrics, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA.,Comprehensive Vascular Anomaly Program, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Victoria R Sanders
- Division of Human Genetics, Department of Pediatrics, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA.,Comprehensive Vascular Anomaly Program, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Abhay Srinivasan
- Comprehensive Vascular Anomaly Program, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA.,Division of Interventional Radiology, Department of Radiology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Laura S Finn
- Department of Pathology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Denise Adams
- Comprehensive Vascular Anomaly Program, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA.,Division of Oncology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania 19104, USA
| | - Andrew Elton
- University of Minnesota School of Medicine, Minneapolis, Minnesota 55455, USA
| | | | - Zoe Nelson
- Seattle Children's Hospital, Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, Washington 98105, USA
| | - Victoria Dmyterko
- Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, Washington 98101, USA
| | - Dana Jensen
- Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, Washington 98101, USA
| | - Kaitlyn Zenner
- Seattle Children's Hospital, Division of Pediatric Otolaryngology, Department of Otolaryngology/Head and Neck Surgery, University of Washington, Seattle, Washington 98105, USA.,Vascular Anomalies Program, Seattle Children's Hospital, Seattle, Washington 98105, USA
| | - Jonathan Perkins
- Seattle Children's Hospital, Division of Pediatric Otolaryngology, Department of Otolaryngology/Head and Neck Surgery, University of Washington, Seattle, Washington 98105, USA.,Vascular Anomalies Program, Seattle Children's Hospital, Seattle, Washington 98105, USA
| | - James T Bennett
- Seattle Children's Hospital, Division of Genetic Medicine, Department of Pediatrics, University of Washington, Seattle, Washington 98105, USA.,Center for Developmental Biology and Regenerative Medicine, Seattle Children's Research Institute, Seattle, Washington 98101, USA.,Vascular Anomalies Program, Seattle Children's Hospital, Seattle, Washington 98105, USA
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Zhou J, Imani S, Shasaltaneh MD, Liu S, Lu T, Fu J. PIK3CA hotspot mutations p. H1047R and p. H1047L sensitize breast cancer cells to thymoquinone treatment by regulating the PI3K/Akt1 pathway. Mol Biol Rep 2021; 49:1799-1816. [PMID: 34816327 DOI: 10.1007/s11033-021-06990-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Accepted: 11/18/2021] [Indexed: 12/20/2022]
Abstract
BACKGROUND Nigella sativa (N. sativa) exhibits anti-inflammatory, antioxidant, antidiabetic, antimetastatic and antinociceptive effects and has been used to treat dozens of diseases. Thymoquinone (TQ) is an important and active component isolated from N. sativa seeds. Inhibition of cancer-associated activating PIK3CA mutations is a new prospective targeted therapy in personalized metastatic breast cancer (MBC). TQ is reported to be an effective inhibitor of the PI3K/Akt1 pathway in MBC. This study aimed to evaluate the in vitro antitumor effect of TQ in the context of two PIK3CA hotspot mutations, p. H1047R and p. H1047L. METHODS AND RESULTS Molecular dynamics, free energy landscapes and principal component analyses were also used to survey the mechanistic effects of the p. H1047R and p. H1047L mutations on the PI3K/Akt1 pathway. Our findings clearly confirmed that the p. H1047R and p. H1047L mutants could reduce the inhibitory effect of ΔNp63α on the kinase domain of PIK3CA, resulting in increased activity of PI3K downstream signals. Structurally, the partial disruption of the interaction between the ΔNp63α DNA binding domain and the PIK3CA kinase domain at residues 114-359 and 797-1068 destabilizes the conformation of the activation loop and modifies the PIK3CA/ΔNp63α complex. Alongside these structural changes, we found that TQ treatment resulted in high PI3K/Akt1 pathway inhibition in p. H1047R and p. H1047L-expressing cells versus wild-type cells. CONCLUSIONS These two PIK3CA hotspot mutations therefore not only contribute to tumor progression in patients with MBC but may also serve as targets for the development of novel small molecule therapeutic strategies.
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Affiliation(s)
- Ju Zhou
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Saber Imani
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | | | - Shuguang Liu
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China
| | - Tao Lu
- Research Center for Science, Chengdu Medical College, Chengdu, Sichuan, China
| | - Junjiang Fu
- Key Laboratory of Epigenetics and Oncology, The Research Center for Preclinical Medicine, Southwest Medical University, Luzhou, 646000, Sichuan, China.
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34
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Jin N, Keam B, Cho J, Lee MJ, Kim HR, Torosyan H, Jura N, Ng PK, Mills GB, Li H, Zeng Y, Barbash Z, Tarcic G, Kang H, Bauman JE, Kim MO, VanLandingham NK, Swaney DL, Krogan NJ, Johnson DE, Grandis JR. Therapeutic implications of activating noncanonical PIK3CA mutations in head and neck squamous cell carcinoma. J Clin Invest 2021; 131:e150335. [PMID: 34779417 PMCID: PMC8592538 DOI: 10.1172/jci150335] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 09/21/2021] [Indexed: 12/16/2022] Open
Abstract
Alpelisib selectively inhibits the p110α catalytic subunit of PI3Kα and is approved for treatment of breast cancers harboring canonical PIK3CA mutations. In head and neck squamous cell carcinoma (HNSCC), 63% of PIK3CA mutations occur at canonical hotspots. The oncogenic role of the remaining 37% of PIK3CA noncanonical mutations is incompletely understood. We report a patient with HNSCC with a noncanonical PIK3CA mutation (Q75E) who exhibited a durable (12 months) response to alpelisib in a phase II clinical trial. Characterization of all 32 noncanonical PIK3CA mutations found in HNSCC using several functional and phenotypic assays revealed that the majority (69%) were activating, including Q75E. The oncogenic impact of these mutations was validated in 4 cellular models, demonstrating that their activity was lineage independent. Further, alpelisib exhibited antitumor effects in a xenograft derived from a patient with HNSCC containing an activating noncanonical PIK3CA mutation. Structural analyses revealed plausible mechanisms for the functional phenotypes of the majority of the noncanonical PIK3CA mutations. Collectively, these findings highlight the importance of characterizing the function of noncanonical PIK3CA mutations and suggest that patients with HNSCC whose tumors harbor activating noncanonical PIK3CA mutations may benefit from treatment with PI3Kα inhibitors.
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Affiliation(s)
- Nan Jin
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Bhumsuk Keam
- Department of Internal Medicine, Seoul National University Hospital, Seoul, South Korea
| | - Janice Cho
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Michelle J. Lee
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Hye Ryun Kim
- Division of Medical Oncology, Department of Internal Medicine, Yonsei University College of Medicine, Yonsei Cancer Center, Seoul, South Korea
| | | | - Natalia Jura
- Cardiovascular Research Institute and
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California, USA
| | - Patrick K.S. Ng
- Institute for Personalized Cancer Therapy, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut, USA
| | - Gordon B. Mills
- Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon, USA
| | - Hua Li
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Yan Zeng
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | | | | | - Hyunseok Kang
- Department of Medicine, University of California San Francisco, San Francisco, California, USA
| | - Julie E. Bauman
- Department of Medicine, University of Arizona, Tucson, Arizona, USA
| | - Mi-Ok Kim
- Department of Epidemiology and Biostatistics and
| | - Nathan K. VanLandingham
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Danielle L. Swaney
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, California, USA
- J. David Gladstone Institutes, San Francisco, California, USA
| | - Nevan J. Krogan
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, California, USA
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, California, USA
- J. David Gladstone Institutes, San Francisco, California, USA
| | - Daniel E. Johnson
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
| | - Jennifer R. Grandis
- Department of Otolaryngology, Head and Neck Surgery, University of California San Francisco, San Francisco, California, USA
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35
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Madsen RR, Erickson EC, Rueda OM, Robin X, Caldas C, Toker A, Semple RK, Vanhaesebroeck B. Positive correlation between transcriptomic stemness and PI3K/AKT/mTOR signaling scores in breast cancer, and a counterintuitive relationship with PIK3CA genotype. PLoS Genet 2021; 17:e1009876. [PMID: 34762647 PMCID: PMC8584750 DOI: 10.1371/journal.pgen.1009876] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2021] [Accepted: 10/13/2021] [Indexed: 12/13/2022] Open
Abstract
A PI3Kα-selective inhibitor has recently been approved for use in breast tumors harboring mutations in PIK3CA, the gene encoding p110α. Preclinical studies have suggested that the PI3K/AKT/mTOR signaling pathway influences stemness, a dedifferentiation-related cellular phenotype associated with aggressive cancer. However, to date, no direct evidence for such a correlation has been demonstrated in human tumors. In two independent human breast cancer cohorts, encompassing nearly 3,000 tumor samples, transcriptional footprint-based analysis uncovered a positive linear association between transcriptionally-inferred PI3K/AKT/mTOR signaling scores and stemness scores. Unexpectedly, stratification of tumors according to PIK3CA genotype revealed a "biphasic" relationship of mutant PIK3CA allele dosage with these scores. Relative to tumor samples without PIK3CA mutations, the presence of a single copy of a hotspot PIK3CA variant was associated with lower PI3K/AKT/mTOR signaling and stemness scores, whereas the presence of multiple copies of PIK3CA hotspot mutations correlated with higher PI3K/AKT/mTOR signaling and stemness scores. This observation was recapitulated in a human cell model of heterozygous and homozygous PIK3CAH1047R expression. Collectively, our analysis (1) provides evidence for a signaling strength-dependent PI3K-stemness relationship in human breast cancer; (2) supports evaluation of the potential benefit of patient stratification based on a combination of conventional PI3K pathway genetic information with transcriptomic indices of PI3K signaling activation.
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Affiliation(s)
- Ralitsa R. Madsen
- University College London Cancer Institute, Paul O’Gorman Building, University College London, London, United Kingdom
| | - Emily C. Erickson
- Department of Pathology, Medicine and Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Oscar M. Rueda
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge University Hospital NHS Foundation Trust, Cambridge, United Kingdom
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge University Hospital NHS Foundation Trust, Cambridge, United Kingdom
| | - Xavier Robin
- SIB Swiss Institute of Bioinformatics, Biozentrum, University of Basel, Basel, Switzerland
| | - Carlos Caldas
- Cancer Research UK Cambridge Institute and Department of Oncology, Li Ka Shing Centre, University of Cambridge, Cambridge, United Kingdom
- Cambridge Breast Unit, Addenbrooke’s Hospital, Cambridge University Hospital NHS Foundation Trust, Cambridge, United Kingdom
- NIHR Cambridge Biomedical Research Centre and Cambridge Experimental Cancer Medicine Centre, Cambridge University Hospital NHS Foundation Trust, Cambridge, United Kingdom
| | - Alex Toker
- Department of Pathology, Medicine and Cancer Center, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Robert K. Semple
- Centre for Cardiovascular Science, Queen’s Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Bart Vanhaesebroeck
- University College London Cancer Institute, Paul O’Gorman Building, University College London, London, United Kingdom
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36
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Szkukalek J, Dóczi R, Dirner A, Boldizsár Á, Varga Á, Déri J, Lakatos D, Tihanyi D, Vodicska B, Schwáb R, Pajkos G, Várkondi E, Vályi-Nagy I, Valtinyi D, Nagy Z, Peták I. Personalized First-Line Treatment of Metastatic Pancreatic Neuroendocrine Carcinoma Facilitated by Liquid Biopsy and Computational Decision Support. Diagnostics (Basel) 2021; 11:1850. [PMID: 34679548 PMCID: PMC8534772 DOI: 10.3390/diagnostics11101850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 09/28/2021] [Accepted: 09/28/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND We present the case of a 50-year-old female whose metastatic pancreatic neuroendocrine tumor (pNET) diagnosis was delayed by the COVID-19 pandemic. The patient was in critical condition at the time of diagnosis due to the extensive tumor burden and failing liver functions. The clinical dilemma was to choose between two registered first-line molecularly-targeted agents (MTAs), sunitinib or everolimus, or to use chemotherapy to quickly reduce tumor burden. METHODS Cell-free DNA (cfDNA) from liquid biopsy was analyzed by next generation sequencing (NGS) using a comprehensive 591-gene panel. Next, a computational method, digital drug-assignment (DDA) was deployed for rapid clinical decision support. RESULTS NGS analysis identified 38 genetic alterations. DDA identified 6 potential drivers, 24 targets, and 79 MTAs. Everolimus was chosen for first-line therapy based on supporting molecular evidence and the highest DDA ranking among therapies registered in this tumor type. The patient's general condition and liver functions rapidly improved, and CT control revealed partial response in the lymph nodes and stable disease elsewhere. CONCLUSION Deployment of precision oncology using liquid biopsy, comprehensive molecular profiling, and DDA make personalized first-line therapy of advanced pNET feasible in clinical settings.
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Affiliation(s)
- Judita Szkukalek
- Department of Clinical Oncology, St. Imre Hospital, 1115 Budapest, Hungary; (J.S.); (D.V.); (Z.N.)
| | - Róbert Dóczi
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Anna Dirner
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Ákos Boldizsár
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Ágnes Varga
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Júlia Déri
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Dóra Lakatos
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Dóra Tihanyi
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Barbara Vodicska
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Richárd Schwáb
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Gábor Pajkos
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - Edit Várkondi
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
| | - István Vályi-Nagy
- Centrum Hospital of Southern Pest, National Hematology and Infectology Institute, 1097 Budapest, Hungary;
| | - Dorottya Valtinyi
- Department of Clinical Oncology, St. Imre Hospital, 1115 Budapest, Hungary; (J.S.); (D.V.); (Z.N.)
| | - Zsuzsanna Nagy
- Department of Clinical Oncology, St. Imre Hospital, 1115 Budapest, Hungary; (J.S.); (D.V.); (Z.N.)
| | - István Peták
- Oncompass Medicine Hungary Ltd., 1024 Budapest, Hungary; (R.D.); (A.D.); (Á.B.); (Á.V.); (J.D.); (D.L.); (D.T.); (B.V.); (R.S.); (G.P.); (E.V.)
- Department of Pharmacology and Pharmacotherapy, Semmelweis University, 1089 Budapest, Hungary
- Department of Pharmaceutical Sciences, University of Illinois at Chicago, Chicago, IL 60612, USA
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37
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Swaney DL, Ramms DJ, Wang Z, Park J, Goto Y, Soucheray M, Bhola N, Kim K, Zheng F, Zeng Y, McGregor M, Herrington KA, O'Keefe R, Jin N, VanLandingham NK, Foussard H, Von Dollen J, Bouhaddou M, Jimenez-Morales D, Obernier K, Kreisberg JF, Kim M, Johnson DE, Jura N, Grandis JR, Gutkind JS, Ideker T, Krogan NJ. A protein network map of head and neck cancer reveals PIK3CA mutant drug sensitivity. Science 2021; 374:eabf2911. [PMID: 34591642 DOI: 10.1126/science.abf2911] [Citation(s) in RCA: 33] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
[Figure: see text].
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Affiliation(s)
- Danielle L Swaney
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Dana J Ramms
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Department of Pharmacology, University of California San Diego, La Jolla, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Zhiyong Wang
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Jisoo Park
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Yusuke Goto
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Margaret Soucheray
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Neil Bhola
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Kyumin Kim
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Fan Zheng
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Yan Zeng
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Michael McGregor
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Kari A Herrington
- Department of Biochemistry and Biophysics Center for Advanced Light Microscopy at UCSF, University of California San Francisco, San Francisco, CA, USA
| | - Rachel O'Keefe
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Nan Jin
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Nathan K VanLandingham
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Helene Foussard
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - John Von Dollen
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Mehdi Bouhaddou
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - David Jimenez-Morales
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Kirsten Obernier
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Jason F Kreisberg
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Minkyu Kim
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
| | - Daniel E Johnson
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Natalia Jura
- Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Cardiovascular Research Institute, University of California San Francisco, San Francisco, CA, USA
| | - Jennifer R Grandis
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - J Silvio Gutkind
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Department of Pharmacology, University of California San Diego, La Jolla, CA.,Moores Cancer Center, University of California San Diego, La Jolla, CA
| | - Trey Ideker
- The Cancer Cell Map Initiative, San Francisco and La Jolla, CA.,Division of Genetics, Department of Medicine, University of California San Diego, La Jolla, CA.,Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.,Department of Computer Science, University of California San Diego, La Jolla, CA, USA
| | - Nevan J Krogan
- Quantitative Biosciences Institute (QBI), University of California San Francisco, San Francisco, CA, USA.,J. David Gladstone Institutes, San Francisco, CA, USA.,Department of Cellular and Molecular Pharmacology, University of California San Francisco, San Francisco, CA, USA.,The Cancer Cell Map Initiative, San Francisco and La Jolla, CA
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38
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Vanhaesebroeck B, Perry MWD, Brown JR, André F, Okkenhaug K. PI3K inhibitors are finally coming of age. Nat Rev Drug Discov 2021; 20:741-769. [PMID: 34127844 PMCID: PMC9297732 DOI: 10.1038/s41573-021-00209-1] [Citation(s) in RCA: 200] [Impact Index Per Article: 66.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/08/2021] [Indexed: 01/08/2023]
Abstract
Overactive phosphoinositide 3-kinase (PI3K) in cancer and immune dysregulation has spurred extensive efforts to develop therapeutic PI3K inhibitors. Although progress has been hampered by issues such as poor drug tolerance and drug resistance, several PI3K inhibitors have now received regulatory approval - the PI3Kα isoform-selective inhibitor alpelisib for the treatment of breast cancer and inhibitors mainly aimed at the leukocyte-enriched PI3Kδ in B cell malignancies. In addition to targeting cancer cell-intrinsic PI3K activity, emerging evidence highlights the potential of PI3K inhibitors in cancer immunotherapy. This Review summarizes key discoveries that aid the clinical translation of PI3Kα and PI3Kδ inhibitors, highlighting lessons learnt and future opportunities.
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Affiliation(s)
| | - Matthew W D Perry
- Medicinal Chemistry, Research and Early Development, Respiratory & Immunology BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Jennifer R Brown
- CLL Center, Dana-Farber Cancer Institute, Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Fabrice André
- Institut Gustave Roussy, INSERM U981, Université Paris Saclay, Paris, France
| | - Klaus Okkenhaug
- Department of Pathology, University of Cambridge, Cambridge, UK
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39
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Montazeri H, Coto-Llerena M, Bianco G, Zangene E, Taha-Mehlitz S, Paradiso V, Srivatsa S, de Weck A, Roma G, Lanzafame M, Bolli M, Beerenwinkel N, von Flüe M, Terracciano L, Piscuoglio S, Ng CKY. Systematic identification of novel cancer genes through analysis of deep shRNA perturbation screens. Nucleic Acids Res 2021; 49:8488-8504. [PMID: 34313788 PMCID: PMC8421231 DOI: 10.1093/nar/gkab627] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Revised: 07/07/2021] [Accepted: 07/13/2021] [Indexed: 11/30/2022] Open
Abstract
Systematic perturbation screens provide comprehensive resources for the elucidation of cancer driver genes. The perturbation of many genes in relatively few cell lines in such functional screens necessitates the development of specialized computational tools with sufficient statistical power. Here we developed APSiC (Analysis of Perturbation Screens for identifying novel Cancer genes) to identify genetic drivers and effectors in perturbation screens even with few samples. Applying APSiC to the shRNA screen Project DRIVE, APSiC identified well-known and novel putative mutational and amplified cancer genes across all cancer types and in specific cancer types. Additionally, APSiC discovered tumor-promoting and tumor-suppressive effectors, respectively, for individual cancer types, including genes involved in cell cycle control, Wnt/β-catenin and hippo signalling pathways. We functionally demonstrated that LRRC4B, a putative novel tumor-suppressive effector, suppresses proliferation by delaying cell cycle and modulates apoptosis in breast cancer. We demonstrate APSiC is a robust statistical framework for discovery of novel cancer genes through analysis of large-scale perturbation screens. The analysis of DRIVE using APSiC is provided as a web portal and represents a valuable resource for the discovery of novel cancer genes.
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Affiliation(s)
- Hesam Montazeri
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Mairene Coto-Llerena
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Visceral Surgery and Precision Medicine Research laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Gaia Bianco
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Visceral Surgery and Precision Medicine Research laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Ehsan Zangene
- Department of Bioinformatics, Institute of Biochemistry and Biophysics, University of Tehran, Tehran, Iran
| | - Stephanie Taha-Mehlitz
- Visceral Surgery and Precision Medicine Research laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Viola Paradiso
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Sumana Srivatsa
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Antoine de Weck
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Guglielmo Roma
- Novartis Institutes for BioMedical Research, Novartis Pharma AG, Basel, Switzerland
| | - Manuela Lanzafame
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
| | - Martin Bolli
- Clarunis, Department of Visceral Surgery, University Centre for Gastrointestinal and Liver Diseases, St. Clara Hospital and University Hospital Basel, Switzerland
| | - Niko Beerenwinkel
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
- SIB Swiss Institute of Bioinformatics, Basel, Switzerland
| | - Markus von Flüe
- Clarunis, Department of Visceral Surgery, University Centre for Gastrointestinal and Liver Diseases, St. Clara Hospital and University Hospital Basel, Switzerland
| | - Luigi M Terracciano
- Department of Pathology, Humanitas Clinical and Research Center, IRCCS, Milan, Italy
- Department of Biomedical Sciences, Humanitas University, Milan, Italy
| | - Salvatore Piscuoglio
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Visceral Surgery and Precision Medicine Research laboratory, Department of Biomedicine, University of Basel, Basel, Switzerland
| | - Charlotte K Y Ng
- Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland
- Department for BioMedical Research, University of Bern, Bern, Switzerland
- SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland
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40
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Grillo E, Ravelli C, Corsini M, Zammataro L, Mitola S. Protein domain-based approaches for the identification and prioritization of therapeutically actionable cancer variants. Biochim Biophys Acta Rev Cancer 2021; 1876:188614. [PMID: 34403770 DOI: 10.1016/j.bbcan.2021.188614] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 08/11/2021] [Accepted: 08/11/2021] [Indexed: 01/04/2023]
Abstract
The tremendous number of cancer variants that can be detected by NGS analyses has required the development of computational approaches to prioritize mutations on the basis of their biological and clinical significance. Standard strategies take a gene-centric approach to the problem, allowing exclusively the identification of highly frequent variants. On the contrary, protein domain (PD)-based approaches allow to identify functionally relevant low frequency variants by searching for mutations that recur on analogous residues across homologous proteins (i.e. containing the same PD). Such approaches enable to transfer information about the effects and druggability from one known mutation to unknown ones. Here we describe how PD-based strategies work, and discuss how they could be exploited for mutation prioritization. The principle that mutations clustered on specific residues of PDs have the same functional consequences and are therapeutically actionable in a similar manner could help the choice of patient-specific targeted drugs, eventually improving the management of cancer patients.
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Affiliation(s)
- Elisabetta Grillo
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
| | - Cosetta Ravelli
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Michela Corsini
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy
| | - Luca Zammataro
- Division of Artificial Intelligence Systems for Immunoinformatics, Kiromic BioPharma, Inc., Houston, USA
| | - Stefania Mitola
- Department of Molecular and Translational Medicine, University of Brescia, Brescia, Italy.
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Combined inhibition of DDR1 and CDK4/6 induces synergistic effects in ER-positive, HER2-negative breast cancer with PIK3CA/AKT1 mutations. Oncogene 2021; 40:4425-4439. [PMID: 34108622 DOI: 10.1038/s41388-021-01819-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 04/09/2021] [Accepted: 04/23/2021] [Indexed: 11/08/2022]
Abstract
Molecular alterations in the PI3K/AKT pathway occur frequently in hormone receptor-positive breast tumors. Patients with ER-positive, HER2-negative metastatic breast cancer are often treated with CDK4/6 inhibitors such as palbociclib in combination with endocrine therapy. Although this is an effective regimen, most patients ultimately progress. The purpose of this study was identifying synthetic lethality partners that can enhance palbociclib's antitumor efficacy in the presence of PIK3CA/AKT1 mutations. We utilized a barcoded shRNA library to determine critical targets for survival in isogenic MCF7 cells with PIK3CA/AKT1 mutations. We demonstrated that the efficacy of palbociclib is reduced in the presence of PIK3CA/AKT1 mutations. We also identified that the downregulation of discoidin domain receptor 1 (DDR1) is synthetically lethal with palbociclib. DDR1 knockdown and DDR1 pharmacological inhibitor decreased cell growth and inhibited cell cycle progression in all cell lines, while enhanced the sensitivity of PIK3CA/AKT1 mutant cells to palbociclib. Combined treatment of palbociclib and 7rh further induced cell cycle arrest in PIK3CA/AKT1 mutant cell lines. In vivo, 7rh significantly enhanced palbociclib's antitumor efficacy. Our data indicates that DDR1 inhibition can augment cell cycle suppressive effect of palbociclib and could be effective strategy for targeted therapy of ER-positive, HER2-negative breast cancers with PI3K pathway activation.
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42
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Tobochnik S, Pisano W, Lapinskas E, Ligon KL, Lee JW. Effect of PIK3CA variants on glioma-related epilepsy and response to treatment. Epilepsy Res 2021; 175:106681. [PMID: 34102393 DOI: 10.1016/j.eplepsyres.2021.106681] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2021] [Revised: 05/11/2021] [Accepted: 05/31/2021] [Indexed: 11/18/2022]
Abstract
Upregulation of the PI3K/AKT/mTOR pathway has been implicated in glioma-related epileptogenesis. In this retrospective analysis, epilepsy characteristics and response to treatment were evaluated in patients with gliomas harboring somatic mutation variants in PIK3CA. A cohort of 134 patients with 150 PIK3CA variants was extracted from previously validated databases. Patients with the hotspot H1047R, R88Q, E542K, and G118D variants comprised a subset (n = 41) for epilepsy phenotyping. In multivariate analysis, the presence of H1047R (n = 15) was associated with worse seizure control (p = 0.026). These results support preclinical findings and suggest that glioma PIK3CA variation may have promise as a biomarker for epilepsy severity and response to treatment.
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Affiliation(s)
- Steven Tobochnik
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, United States; VA Boston Healthcare System, Boston, MA, United States.
| | - William Pisano
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Emily Lapinskas
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Keith L Ligon
- Department of Oncologic Pathology, Dana-Farber Cancer Institute, Boston, MA, United States; Department of Pathology, Brigham and Women's Hospital, Boston, MA, United States
| | - Jong Woo Lee
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, United States
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43
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Ren AA, Snellings DA, Su YS, Hong CC, Castro M, Tang AT, Detter MR, Hobson N, Girard R, Romanos S, Lightle R, Moore T, Shenkar R, Benavides C, Beaman MM, Müller-Fielitz H, Chen M, Mericko P, Yang J, Sung DC, Lawton MT, Ruppert JM, Schwaninger M, Körbelin J, Potente M, Awad IA, Marchuk DA, Kahn ML. PIK3CA and CCM mutations fuel cavernomas through a cancer-like mechanism. Nature 2021; 594:271-276. [PMID: 33910229 PMCID: PMC8626098 DOI: 10.1038/s41586-021-03562-8] [Citation(s) in RCA: 94] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 04/16/2021] [Indexed: 02/02/2023]
Abstract
Vascular malformations are thought to be monogenic disorders that result in dysregulated growth of blood vessels. In the brain, cerebral cavernous malformations (CCMs) arise owing to inactivation of the endothelial CCM protein complex, which is required to dampen the activity of the kinase MEKK31-4. Environmental factors can explain differences in the natural history of CCMs between individuals5, but why single CCMs often exhibit sudden, rapid growth, culminating in strokes or seizures, is unknown. Here we show that growth of CCMs requires increased signalling through the phosphatidylinositol-3-kinase (PI3K)-mTOR pathway as well as loss of function of the CCM complex. We identify somatic gain-of-function mutations in PIK3CA and loss-of-function mutations in the CCM complex in the same cells in a majority of human CCMs. Using mouse models, we show that growth of CCMs requires both PI3K gain of function and CCM loss of function in endothelial cells, and that both CCM loss of function and increased expression of the transcription factor KLF4 (a downstream effector of MEKK3) augment mTOR signalling in endothelial cells. Consistent with these findings, the mTORC1 inhibitor rapamycin effectively blocks the formation of CCMs in mouse models. We establish a three-hit mechanism analogous to cancer, in which aggressive vascular malformations arise through the loss of vascular 'suppressor genes' that constrain vessel growth and gain of a vascular 'oncogene' that stimulates excess vessel growth. These findings suggest that aggressive CCMs could be treated using clinically approved mTORC1 inhibitors.
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MESH Headings
- Animals
- Animals, Newborn
- Class I Phosphatidylinositol 3-Kinases/genetics
- Class I Phosphatidylinositol 3-Kinases/metabolism
- Disease Models, Animal
- Endothelial Cells/metabolism
- Endothelial Cells/pathology
- Gain of Function Mutation
- Hemangioma, Cavernous, Central Nervous System/blood supply
- Hemangioma, Cavernous, Central Nervous System/genetics
- Hemangioma, Cavernous, Central Nervous System/metabolism
- Hemangioma, Cavernous, Central Nervous System/pathology
- Humans
- Kruppel-Like Factor 4
- Kruppel-Like Transcription Factors/metabolism
- Loss of Function Mutation
- MAP Kinase Kinase Kinase 3/metabolism
- Male
- Mechanistic Target of Rapamycin Complex 1/antagonists & inhibitors
- Mechanistic Target of Rapamycin Complex 1/metabolism
- Mice
- Mutation
- Neoplasms/blood supply
- Neoplasms/genetics
- Neoplasms/pathology
- Sirolimus/pharmacology
- TOR Serine-Threonine Kinases/metabolism
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Affiliation(s)
- Aileen A Ren
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Daniel A Snellings
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Yourong S Su
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Courtney C Hong
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Marco Castro
- Angiogenesis and Metabolism Laboratory, Max Planck institute for Heart and Lung Research, Bad Nauheim, Germany
| | - Alan T Tang
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Matthew R Detter
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Nicholas Hobson
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Romuald Girard
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Sharbel Romanos
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Rhonda Lightle
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Thomas Moore
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Robert Shenkar
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Christian Benavides
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - M Makenzie Beaman
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA
| | - Helge Müller-Fielitz
- Institute for Experimental and Clinical Pharmacology and Toxicology, Center of Brain, Behavior and Metabolism, University of Lübeck, Lübeck, Germany
| | - Mei Chen
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Patricia Mericko
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Jisheng Yang
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Derek C Sung
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA
| | - Michael T Lawton
- Department of Neurosurgery, The Barrow Neurological Institute, Phoenix, AZ, USA
| | | | - Markus Schwaninger
- Institute for Experimental and Clinical Pharmacology and Toxicology, Center of Brain, Behavior and Metabolism, University of Lübeck, Lübeck, Germany
| | - Jakob Körbelin
- University Medical Center Hamburg-Eppendorf, Department of Oncology, Hematology and Bone Marrow Transplantation, Hamburg, Germany
| | - Michael Potente
- Angiogenesis and Metabolism Laboratory, Max Planck institute for Heart and Lung Research, Bad Nauheim, Germany
- Berlin Institute of Health (BIH) and Charité-Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Berlin, Germany
- Max Delbrück Center for Molecular Medicine (MDC), Berlin, Germany
| | - Issam A Awad
- Neurovascular Surgery Program, Section of Neurosurgery, Department of Surgery, The University of Chicago Medicine and Biological Sciences, Chicago, IL, USA
| | - Douglas A Marchuk
- Department of Molecular Genetics and Microbiology, Duke University School of Medicine, Durham, NC, USA.
| | - Mark L Kahn
- Department of Medicine and Cardiovascular Institute, University of Pennsylvania, Philadelphia, PA, USA.
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44
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Dai M, Yan G, Wang N, Daliah G, Edick AM, Poulet S, Boudreault J, Ali S, Burgos SA, Lebrun JJ. In vivo genome-wide CRISPR screen reveals breast cancer vulnerabilities and synergistic mTOR/Hippo targeted combination therapy. Nat Commun 2021; 12:3055. [PMID: 34031411 PMCID: PMC8144221 DOI: 10.1038/s41467-021-23316-4] [Citation(s) in RCA: 49] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2020] [Accepted: 04/22/2021] [Indexed: 12/31/2022] Open
Abstract
Triple negative breast cancer (TNBC) patients exhibit poor survival outcomes and lack effective targeted therapies. Using unbiased in vivo genome-wide CRISPR screening, we interrogated cancer vulnerabilities in TNBC and identified an interplay between oncogenic and tumor suppressor pathways. This study reveals tumor regulatory functions for essential components of the mTOR and Hippo pathways in TNBC. Using in vitro drug matrix synergy models and in vivo patient-derived xenografts, we further establish the therapeutic relevance of our findings and show that pharmacological inhibition of mTORC1/2 and oncoprotein YAP efficiently reduces tumorigenesis in TNBC. At the molecular level, we find that while verteporfin-induced YAP inhibition leads to apoptosis, torin1-mediated mTORC1/2 inhibition promotes macropinocytosis. Torin1-induced macropinocytosis further facilitates verteporfin uptake, thereby greatly enhancing its pro-apoptotic effects in cancer cells. Overall, our study underscores the power and robustness of in vivo CRISPR genome-wide screens in identifying clinically relevant and innovative therapeutic modalities in cancer. Triple negative breast cancer (TNBC) lack effective therapies. Here, through an in vivo genome-wide CRISPR screen in TNBCs, the authors identify tumorigenic functions for components of the mTORC1/2 complex and of the YAP/Hippo pathway, and demonstrate that pharmacological inhibition of mTOR and YAP reduces tumour growth in vivo.
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Affiliation(s)
- Meiou Dai
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Gang Yan
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Ni Wang
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Girija Daliah
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Ashlin M Edick
- Department of Animal Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada
| | - Sophie Poulet
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Julien Boudreault
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Suhad Ali
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada
| | - Sergio A Burgos
- Department of Animal Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada.,Department of Medicine, McGill University Health Center, Metabolic Disorders and Complications Program, Montreal, QC, Canada
| | - Jean-Jacques Lebrun
- Department of Medicine, McGill University Health Center, Cancer Research Program, Montreal, QC, Canada.
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45
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Karlsen EA, Kahler S, Tefay J, Joseph SR, Simpson F. Epidermal Growth Factor Receptor Expression and Resistance Patterns to Targeted Therapy in Non-Small Cell Lung Cancer: A Review. Cells 2021; 10:1206. [PMID: 34069119 PMCID: PMC8156654 DOI: 10.3390/cells10051206] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Revised: 04/29/2021] [Accepted: 05/06/2021] [Indexed: 12/21/2022] Open
Abstract
Globally, lung cancer is the leading cause of cancer-related death. The majority of non-small cell lung cancer (NSCLC) tumours express epidermal growth factor receptor (EGFR), which allows for precise and targeted therapy in these patients. The dysregulation of EGFR in solid epithelial cancers has two distinct mechanisms: either a kinase-activating mutation in EGFR (EGFR-mutant) and/or an overexpression of wild-type EGFR (wt-EGFR). The underlying mechanism of EGFR dysregulation influences the efficacy of anti-EGFR therapy as well as the nature of resistance patterns and secondary mutations. This review will critically analyse the mechanisms of EGFR expression in NSCLC, its relevance to currently approved targeted treatment options, and the complex nature of secondary mutations and intrinsic and acquired resistance patterns in NSCLC.
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Affiliation(s)
- Emma-Anne Karlsen
- Simpson Laboratory, The University of Queensland Diamantina Institute, Woolloongabba, Brisbane 4102, Australia; (S.R.J.); (F.S.)
- Department of General Surgery, Mater Hospital Brisbane, South Brisbane 4101, Australia
- Faculty of Medicine, The University of Queensland, St Lucia 4067, Australia; (S.K.); (J.T.)
| | - Sam Kahler
- Faculty of Medicine, The University of Queensland, St Lucia 4067, Australia; (S.K.); (J.T.)
| | - Joan Tefay
- Faculty of Medicine, The University of Queensland, St Lucia 4067, Australia; (S.K.); (J.T.)
- Department of General Surgery, Redland Hospital, Cleveland 4163, Australia
| | - Shannon R. Joseph
- Simpson Laboratory, The University of Queensland Diamantina Institute, Woolloongabba, Brisbane 4102, Australia; (S.R.J.); (F.S.)
| | - Fiona Simpson
- Simpson Laboratory, The University of Queensland Diamantina Institute, Woolloongabba, Brisbane 4102, Australia; (S.R.J.); (F.S.)
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46
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Grzadkowski MR, Holly HD, Somers J, Demir E. Systematic interrogation of mutation groupings reveals divergent downstream expression programs within key cancer genes. BMC Bioinformatics 2021; 22:233. [PMID: 33957863 PMCID: PMC8101181 DOI: 10.1186/s12859-021-04147-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 04/22/2021] [Indexed: 12/15/2022] Open
Abstract
Background Genes implicated in tumorigenesis often exhibit diverse sets of genomic variants in the tumor cohorts within which they are frequently mutated. For many genes, neither the transcriptomic effects of these variants nor their relationship to one another in cancer processes have been well-characterized. We sought to identify the downstream expression effects of these mutations and to determine whether this heterogeneity at the genomic level is reflected in a corresponding heterogeneity at the transcriptomic level. Results By applying a novel hierarchical framework for organizing the mutations present in a cohort along with machine learning pipelines trained on samples’ expression profiles we systematically interrogated the signatures associated with combinations of mutations recurrent in cancer. This allowed us to catalogue the mutations with discernible downstream expression effects across a number of tumor cohorts as well as to uncover and characterize over a hundred cases where subsets of a gene’s mutations are clearly divergent in their function from the remaining mutations of the gene. These findings successfully replicated across a number of disease contexts and were found to have clear implications for the delineation of cancer processes and for clinical decisions. Conclusions The results of cataloguing the downstream effects of mutation subgroupings across cancer cohorts underline the importance of incorporating the diversity present within oncogenes in models designed to capture the downstream effects of their mutations. Supplementary Information The online version contains supplementary material available at 10.1186/s12859-021-04147-y.
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Affiliation(s)
- Michal R Grzadkowski
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA.
| | - Hannah D Holly
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Julia Somers
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
| | - Emek Demir
- Department of Molecular and Medical Genetics, Oregon Health & Science University, Portland, OR, USA
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47
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Vitale SR, Martorana F, Stella S, Motta G, Inzerilli N, Massimino M, Tirrò E, Manzella L, Vigneri P. PI3K inhibition in breast cancer: Identifying and overcoming different flavors of resistance. Crit Rev Oncol Hematol 2021; 162:103334. [PMID: 33865994 DOI: 10.1016/j.critrevonc.2021.103334] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Revised: 04/03/2021] [Accepted: 04/06/2021] [Indexed: 02/07/2023] Open
Abstract
The phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) signaling pathway is commonly deregulated in many human tumors, including breast cancer. Somatic mutations of the PI3K alpha catalytic subunit (PIK3CA) are the most common cause of pathway hyperactivation. Hence, several PI3K inhibitors have been investigated with one of them, alpelisib, recently approved for the treatment of endocrine sensitive, PIK3CA mutated, metastatic breast cancer. Unfortunately, all patients receiving a PI3K inhibitor eventually develop resistance to these compounds. Mechanisms of resistance include oncogenic PI3K alterations, pathway reactivation through upstream or downstream effectors and enhancement of parallel pro-survival pathways. We review the prognostic and predictive role of PI3K alterations in breast cancer, focusing on resistance to PI3K inhibitors and on biomarkers with potential clinical relevance. We also discuss combination strategies that may overcome resistance to PI3K inhibitors, thus increasing the efficacy of these drugs in breast cancer.
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Affiliation(s)
- Silvia Rita Vitale
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Federica Martorana
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Medical Oncology A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Stefania Stella
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Gianmarco Motta
- Medical Oncology A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Nicola Inzerilli
- Medical Oncology A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Michele Massimino
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Elena Tirrò
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Livia Manzella
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy
| | - Paolo Vigneri
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy; Center of Experimental Oncology and Hematology, A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy; Medical Oncology A.O.U. Policlinico "G. Rodolico - San Marco", Catania, Italy.
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48
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Fu X, Lin H, Fan X, Zhu Y, Wang C, Chen Z, Tan X, Huang J, Cai Y, Huang Y. The Spectrum, Tendency and Predictive Value of PIK3CA Mutation in Chinese Colorectal Cancer Patients. Front Oncol 2021; 11:595675. [PMID: 33842311 PMCID: PMC8032977 DOI: 10.3389/fonc.2021.595675] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Accepted: 03/04/2021] [Indexed: 02/06/2023] Open
Abstract
Background PIK3CA is a high-frequency mutation gene in colorectal cancer, while its prognostic value remains unclear. This study evaluated the mutation tendency, spectrum, prognosis power and predictive power in cetuximab treatment of PIK3CA in Chinese CRC cohort. Methods The PIK3CA exon 9 and 20 status of 5763 CRC patients was detected with Sanger sequencing and a high-resolution melting test. Clinicopathological characteristics of 5733 patients were analyzed. Kaplan-Meier method and nomogram were used to evaluate the overall survival curve and disease recurrence, respectively. Results Fifty-eight types of mutations in 13.4% (771/5733) of the patients were detected. From 2014 to 2018, the mutation rate of PIK3CA increased from 11.0% to 13.5%. At stage IV, exon 20 mutated patients suffered shorter overall survival time than wild-type patients (multivariate COX regression analysis, HR = 2.72, 95% CIs = 1.47-5.09; p-value = 0.012). At stage III, PIK3CA mutated patients were more likely to relapse (multivariate Logistic regression analysis, exon 9: OR = 2.54, 95% CI = 1.34-4.73, p = 0.003; exon 20: OR = 3.89, 95% CI = 1.66-9.10, p = 0.002). The concordance index of the nomogram for predicting the recurrence risk of stage III patients was 0.685. After cetuximab treatment, the median PFS of PIK3CA exon 9 wild-type patients (n = 9) and mutant patients (n = 5) did not reach a significant difference (3.6 months vs. 2.3 months, Log-rank test, p-value = 0.513). Conclusions We found that PIK3CA mutation was an adverse predictive marker for the overall survival of stage IV patients and recurrence of stage III patients, respectively. Further more, we suggested that PIK3CA exon 9 mutations are not negative predictors of cetuximab treatment in KRAS, NRAS, and BRAF wild-type mCRC patients.
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Affiliation(s)
- Xinhui Fu
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Hanjie Lin
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xinjuan Fan
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yaxi Zhu
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Chao Wang
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhiting Chen
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiaoli Tan
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jinglin Huang
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yacheng Cai
- Guangdong Institute of Gastroenterology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yan Huang
- Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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49
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Fusco N, Malapelle U, Fassan M, Marchiò C, Buglioni S, Zupo S, Criscitiello C, Vigneri P, Dei Tos AP, Maiorano E, Viale G. PIK3CA Mutations as a Molecular Target for Hormone Receptor-Positive, HER2-Negative Metastatic Breast Cancer. Front Oncol 2021; 11:644737. [PMID: 33842357 PMCID: PMC8027489 DOI: 10.3389/fonc.2021.644737] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 02/10/2021] [Indexed: 12/13/2022] Open
Abstract
Despite the significant achievements in the diagnosis and treatment of metastatic breast cancer (MBC), this condition remains substantially an incurable disease. In recent years, several clinical studies have aimed to identify novel molecular targets, therapeutic strategies, and predictive biomarkers to improve the outcome of women with MBC. Overall, ~40% of hormone receptor (HR)+/HER2- MBC cases harbor alterations affecting the (PI3K)/Akt/mammalian target of rapamycin (mTOR) pathway. This pathway is a major target in oncogenesis, as it regulates growth, proliferation, cell survival, and angiogenesis. Lately, the pharmacologic targeting of PIK3CA in HR+/HER2- MBC has shown significant benefits after the occurrence of endocrine therapy resistance. The orally available α-selective PIK3CA inhibitor, alpelisib, has been approved in this setting. To perform an optimal patients' selection for this drug, it is crucial to adopt a tailored methodology. Clinically relevant PIK3CA alterations may be detected in several biospecimens (e.g. tissue samples and liquid biopsy) using different techniques (e.g. real-time PCR and next-generation sequencing). In this study, we provide an overview of the role of PIK3CA in breast cancer and of the characterization of its mutational status for appropriate clinical management.
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Affiliation(s)
- Nicola Fusco
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
| | | | - Matteo Fassan
- Department of Pathology, Padua University Hospital, Padua, Italy
- Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Caterina Marchiò
- Division of Pathology, Candiolo Cancer Institute FPO-IRCCS, Candiolo, Italy
- Department of Medical Sciences, University of Turin, Turin, Italy
| | - Simonetta Buglioni
- Division of Pathology and Cytopathology, Regina Elena National Cancer Institute IRCCS, Rome, Italy
| | - Simonetta Zupo
- Department of Pathology, IRCCS Ospedale Policlinico San Martino, Genova, Italy
| | - Carmen Criscitiello
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
- Division of Early Drug Development for Innovative Therapies, IEO, European Institute of Oncology IRCCS, Milan, Italy
| | - Paolo Vigneri
- Experimental Oncology and Hematology Center, A.O.U. Policlinico “G. Rodolico - S. Marco”, Catania, Italy
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - Angelo Paolo Dei Tos
- Department of Pathology, Padua University Hospital, Padua, Italy
- Department of Medicine (DIMED), University of Padua, Padua, Italy
| | - Eugenio Maiorano
- Department of Emergency and Organ Transplantation, University of Bari Aldo Moro, Bari, Italy
| | - Giuseppe Viale
- Division of Pathology, IEO, European Institute of Oncology IRCCS, Milan, Italy
- Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
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PIK3CA Mutation Assessment in HR+/HER2− Metastatic Breast Cancer: Overview for Oncology Clinical Practice. JOURNAL OF MOLECULAR PATHOLOGY 2021. [DOI: 10.3390/jmp2010005] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Activation of the PI3K–AKT–mTOR pathway occurs in several human cancers, including hormone receptor (HR)-positive breast cancer (BC) where is associated with resistance to endocrine therapy and disease progression. In BC, the most common PI3K–AKT–mTOR pathway alteration is represented by PIK3CA oncogenic mutations. These mutations can occur throughout several domains of the p110α catalytic subunit, but the majority are found in the helical and kinase domains (exon 9 and 20) that represent the “hotspots”. Considering the central role of the PI3K–AKT–mTOR pathway in HR-positive BC, several inhibitors (both pan-PI3K and isoform-specific) have been developed and tested in clinical trials. Recently, the PI3Kα-selective inhibitor alpelisib was the first PI3K inhibitor approved for clinical use in HR-positive metastatic BC based on the results of the phase III SOLAR-1 trial. Several methods to assess PIK3CA mutational status in tumor samples have been developed and validated, including real-time polymerase chain reaction (PCR), digital droplet PCR (ddPCR), BEAMing assays, Sanger sequencing, and next-generation sequencing (NGS) panels. Several new challenges will be expected once alpelisib is widely available in a clinical setting, including the harmonization of testing procedures for the detection of PI3K–AKT–mTOR pathway alterations. Herein, we provide an overview on PI3K–AKT–mTOR pathway alterations in HR-positive BC, discuss their role in determining prognosis and resistance to endocrine therapy and highlight practical considerations about diagnostic methods for the detection of PI3K–AKT–mTOR pathway activation status.
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