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1.
Skin Res Technol ; 30(8): e70017, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39167029

ABSTRACT

BACKGROUND: Melanoma is an aggressive malignancy primarily impacting the skin, mucous membranes, and pigment epithelium. The tumor microbial microenvironment encompasses both the microorganisms inhabiting the tumor vicinity and the environmental factors influencing their interactions. Emerging evidence highlights the pivotal role of the microbial immune microenvironment in melanoma. METHODS: We conducted an extensive review of scholarly works published from 2012 to 2022, utilizing The Web of Science Core Collection. Subsequently, we employed analytical tools such as VOSviewer, CiteSpace, and the R programming language to scrutinize prevailing research patterns within this domain. RESULTS: A sum of 513 articles were pinpointed, with notable input coming from the United States and China. Harvard University stood out as the top-contributing institution, while the journal Science received the most citations. Current research within this sphere chiefly focuses on two principal domains: the gut microbiota and the PD-L1 pathway concerning melanoma treatment. CONCLUSION: The study offers an extensive analysis and overview of the worldwide research landscape concerning the immune microenvironment with a focus on microbes in melanoma. It underscores the promising prospects for harnessing the microbial immune microenvironment's potential in melanoma. These findings furnish valuable insights and guidance for advancing scientific inquiry and refining clinical approaches within this dynamic field.


Subject(s)
Bibliometrics , Melanoma , Skin Neoplasms , Tumor Microenvironment , Melanoma/immunology , Melanoma/microbiology , Humans , Tumor Microenvironment/immunology , Skin Neoplasms/immunology , Skin Neoplasms/microbiology , Gastrointestinal Microbiome , Biomedical Research
2.
Cancer Res Commun ; 4(8): 1978-1990, 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39015091

ABSTRACT

Emerging evidence supports the important role of the tumor microbiome in oncogenesis, cancer immune phenotype, cancer progression, and treatment outcomes in many malignancies. In this study, we investigated the metastatic melanoma tumor microbiome and its potential roles in association with clinical outcomes, such as survival, in patients with metastatic disease treated with immune checkpoint inhibitors (ICI). Baseline tumor samples were collected from 71 patients with metastatic melanoma before treatment with ICIs. Bulk RNA sequencing (RNA-seq) was conducted on the formalin-fixed, paraffin-embedded and fresh frozen tumor samples. Durable clinical benefit (primary clinical endpoint) following ICIs was defined as overall survival >24 months and no change to the primary drug regimen (responders). We processed RNA-seq reads to carefully identify exogenous sequences using the {exotic} tool. The age of the 71 patients with metastatic melanoma ranged from 24 to 83 years, 59% were male, and 55% survived >24 months following the initiation of ICI treatment. Exogenous taxa were identified in the tumor RNA-seq, including bacteria, fungi, and viruses. We found differences in gene expression and microbe abundances in immunotherapy-responsive versus nonresponsive tumors. Responders showed significant enrichment of bacteriophages in the phylum Uroviricota, and nonresponders showed enrichment of several bacteria, including Campylobacter jejuni. These microbes correlated with immune-related gene expression signatures. Finally, we found that models for predicting prolonged survival with immunotherapy using both microbe abundances and gene expression outperformed models using either dataset alone. Our findings warrant further investigation and potentially support therapeutic strategies to modify the tumor microbiome in order to improve treatment outcomes with ICIs. SIGNIFICANCE: We analyzed the tumor microbiome and interactions with genes and pathways in metastatic melanoma treated with immunotherapy and identified several microbes associated with immunotherapy response and immune-related gene expression signatures. Machine learning models that combined microbe abundances and gene expression outperformed models using either dataset alone in predicting immunotherapy responses.


Subject(s)
Immune Checkpoint Inhibitors , Melanoma , Microbiota , Humans , Melanoma/drug therapy , Melanoma/microbiology , Melanoma/immunology , Melanoma/secondary , Male , Immune Checkpoint Inhibitors/therapeutic use , Immune Checkpoint Inhibitors/pharmacology , Female , Middle Aged , Aged , Adult , Microbiota/drug effects , Aged, 80 and over , Young Adult , Treatment Outcome , Skin Neoplasms/drug therapy , Skin Neoplasms/microbiology , Skin Neoplasms/immunology , Skin Neoplasms/pathology , Neoplasm Metastasis , Prognosis
3.
Actas dermo-sifiliogr. (Ed. impr.) ; 115(3): 258-264, Mar. 2024. ilus, tab
Article in Spanish | IBECS | ID: ibc-231399

ABSTRACT

La terminología usada para describir los diferentes hallazgos en la microscopía confocal de reflectancia (MCR), tanto en lesiones melanocíticas, como en no melanocíticas se ha consensuado en inglés. En el presente trabajo, se proponen los términos en español que mejor interpretan estos conceptos ya descritos para la MCR, mediante el consenso de expertos de distintas nacionalidades de habla hispana y utilizando el método DELPHI para el acuerdo final. Se obtuvieron 52 términos en total, de los cuales 28 fueron para lesiones melanocíticas y 24 para lesiones no melanocíticas. El uso de la nomenclatura propuesta permitirá una homogeneización y mejor entendimiento de las estructuras; una descripción más estandarizada en los registros clínicos y una mejor interpretación de estos informes por otros dermatólogos.(AU)


The terminology used to describe reflectance confocal microscopy (RCM) findings in both melanocytic and nonmelanocytic lesions has been standardized in English. We convened a panel of Spanish-speaking RCM experts and used the Delphi method to seek consensus on which Spanish terms best describe RCM findings in this setting. The experts agreed on 52 terms: 28 for melanocytic lesions and 24 for nonmelanocytic lesions. The resulting terminology will facilitate homogenization, leading to a better understanding of structures, more standardized descriptions in clinical registries, and easier interpretation of clinical reports exchanged between dermatologists.(AU)


Subject(s)
Humans , Male , Female , Terminology as Topic , Microscopy, Confocal , Morphological and Microscopic Findings , Carcinoma, Basal Cell/diagnostic imaging , Melanoma/microbiology , Translating
4.
Actas dermo-sifiliogr. (Ed. impr.) ; 115(3): T258-T264, Mar. 2024. ilus, tab
Article in English | IBECS | ID: ibc-231400

ABSTRACT

La terminología usada para describir los diferentes hallazgos en la microscopía confocal de reflectancia (MCR), tanto en lesiones melanocíticas, como en no melanocíticas se ha consensuado en inglés. En el presente trabajo, se proponen los términos en español que mejor interpretan estos conceptos ya descritos para la MCR, mediante el consenso de expertos de distintas nacionalidades de habla hispana y utilizando el método DELPHI para el acuerdo final. Se obtuvieron 52 términos en total, de los cuales 28 fueron para lesiones melanocíticas y 24 para lesiones no melanocíticas. El uso de la nomenclatura propuesta permitirá una homogeneización y mejor entendimiento de las estructuras; una descripción más estandarizada en los registros clínicos y una mejor interpretación de estos informes por otros dermatólogos.(AU)


The terminology used to describe reflectance confocal microscopy (RCM) findings in both melanocytic and nonmelanocytic lesions has been standardized in English. We convened a panel of Spanish-speaking RCM experts and used the Delphi method to seek consensus on which Spanish terms best describe RCM findings in this setting. The experts agreed on 52 terms: 28 for melanocytic lesions and 24 for nonmelanocytic lesions. The resulting terminology will facilitate homogenization, leading to a better understanding of structures, more standardized descriptions in clinical registries, and easier interpretation of clinical reports exchanged between dermatologists.(AU)


Subject(s)
Humans , Male , Female , Terminology as Topic , Microscopy, Confocal , Morphological and Microscopic Findings , Carcinoma, Basal Cell/diagnostic imaging , Melanoma/microbiology , Translating
5.
Melanoma Res ; 34(3): 225-233, 2024 06 01.
Article in English | MEDLINE | ID: mdl-38469881

ABSTRACT

Currently, numerous studies suggest a potential association between the gut microbiota and the progression of melanoma. Hence, our objective was to examine the genetic impact of the gut microbiota on melanoma through the utilization of the Mendelian randomization (MR) approach. This research employed Bacteroides, Streptococcus, Proteobacteria, and Lachnospiraceae as exposure variables and cutaneous melanoma (CM) as the outcome in a two-sample MR analysis. In this MR research, the primary analytical approach was the random-effects inverse-variance weighting (IVW) model. Complementary methods included weighted median, MR Egger, and basic and weighted models. We assessed both heterogeneity and horizontal pleiotropy in our study, scrutinizing whether the analysis results were affected by any individual SNP. The random-effects IVW outcomes indicated that Streptococcus, Bacteroides, Lachnospiraceae and Proteobacteria had no causal relationship with CM, with odds ratios of 1.001 [95% confidence interval (CI) = 0.998-1.004, P  = 0.444], 0.999 (95% CI = 0.996-1.002, P  = 0.692), 1.001 (95% CI = 0.998-1.003, P  = 0.306), and 0.999 (95% CI = 0.997-1.002, P  = 0.998), respectively. No analyses exhibited heterogeneity, horizontal pleiotropy, or deviations. Our research determined that Bacteroides, Streptococcus, Proteobacteria, and Lachnospiraceae do not induce CM at the genetic level. However, we cannot dismiss the possibility that these four gut microbiotas might influence CM through other mechanisms.


Subject(s)
Gastrointestinal Microbiome , Melanoma , Mendelian Randomization Analysis , Skin Neoplasms , Humans , Melanoma/genetics , Melanoma/microbiology , Skin Neoplasms/genetics , Skin Neoplasms/microbiology , Melanoma, Cutaneous Malignant
6.
Nature ; 617(7960): 377-385, 2023 05.
Article in English | MEDLINE | ID: mdl-37138075

ABSTRACT

The gut microbiota is a crucial regulator of anti-tumour immunity during immune checkpoint inhibitor therapy. Several bacteria that promote an anti-tumour response to immune checkpoint inhibitors have been identified in mice1-6. Moreover, transplantation of faecal specimens from responders can improve the efficacy of anti-PD-1 therapy in patients with melanoma7,8. However, the increased efficacy from faecal transplants is variable and how gut bacteria promote anti-tumour immunity remains unclear. Here we show that the gut microbiome downregulates PD-L2 expression and its binding partner repulsive guidance molecule b (RGMb) to promote anti-tumour immunity and identify bacterial species that mediate this effect. PD-L1 and PD-L2 share PD-1 as a binding partner, but PD-L2 can also bind RGMb. We demonstrate that blockade of PD-L2-RGMb interactions can overcome microbiome-dependent resistance to PD-1 pathway inhibitors. Antibody-mediated blockade of the PD-L2-RGMb pathway or conditional deletion of RGMb in T cells combined with an anti-PD-1 or anti-PD-L1 antibody promotes anti-tumour responses in multiple mouse tumour models that do not respond to anti-PD-1 or anti-PD-L1 alone (germ-free mice, antibiotic-treated mice and even mice colonized with stool samples from a patient who did not respond to treatment). These studies identify downregulation of the PD-L2-RGMb pathway as a specific mechanism by which the gut microbiota can promote responses to PD-1 checkpoint blockade. The results also define a potentially effective immunological strategy for treating patients who do not respond to PD-1 cancer immunotherapy.


Subject(s)
Drug Resistance, Neoplasm , Immunotherapy , Melanoma , Microbiota , Animals , Humans , Mice , Cell Adhesion Molecules, Neuronal , Disease Models, Animal , Down-Regulation , Drug Resistance, Neoplasm/drug effects , Fecal Microbiota Transplantation , Germ-Free Life , Immune Checkpoint Inhibitors/pharmacology , Immune Checkpoint Inhibitors/therapeutic use , Melanoma/immunology , Melanoma/microbiology , Melanoma/therapy , Protein Binding/drug effects , T-Lymphocytes/drug effects , T-Lymphocytes/immunology
7.
Science ; 374(6575): 1632-1640, 2021 Dec 24.
Article in English | MEDLINE | ID: mdl-34941392

ABSTRACT

Gut bacteria modulate the response to immune checkpoint blockade (ICB) treatment in cancer, but the effect of diet and supplements on this interaction is not well studied. We assessed fecal microbiota profiles, dietary habits, and commercially available probiotic supplement use in melanoma patients and performed parallel preclinical studies. Higher dietary fiber was associated with significantly improved progression-free survival in 128 patients on ICB, with the most pronounced benefit observed in patients with sufficient dietary fiber intake and no probiotic use. Findings were recapitulated in preclinical models, which demonstrated impaired treatment response to anti­programmed cell death 1 (anti­PD-1)­based therapy in mice receiving a low-fiber diet or probiotics, with a lower frequency of interferon-γ­positive cytotoxic T cells in the tumor microenvironment. Together, these data have clinical implications for patients receiving ICB for cancer.


Subject(s)
Dietary Fiber , Gastrointestinal Microbiome , Immune Checkpoint Inhibitors/therapeutic use , Melanoma/therapy , Probiotics , Animals , Cohort Studies , Fatty Acids, Volatile/analysis , Fecal Microbiota Transplantation , Feces/chemistry , Feces/microbiology , Female , Humans , Immunotherapy , Male , Melanoma/immunology , Melanoma/microbiology , Melanoma, Experimental/immunology , Melanoma, Experimental/microbiology , Melanoma, Experimental/therapy , Mice , Mice, Inbred C57BL , Progression-Free Survival , T-Lymphocytes
8.
Cancer Biomark ; 32(3): 251-262, 2021.
Article in English | MEDLINE | ID: mdl-34459386

ABSTRACT

BACKGROUND: To explore the suppressive effect of Apoptin-loaded oncolytic adenovirus (Ad-VT) on luciferase-labeled human melanoma cells in vitro and in vivo. METHODS: The stable luciferase-expressing human melanoma cells A375-luc or M14-luc were obtained by transfecting the plasmid pGL4.51 and selection with G418, followed by luciferase activity, genetic stability and bioluminescence intensity assays. In vitro, the inhibitory effects of Ad-VT on A375-luc or M14-luc were evaluated using the MTS cell proliferation, FITC-Annexin V apoptosis detection, transwell migration, Matrigel invasion and scratch assays. The inhibition pathway in Ad-VT-infected A375-luc and M14-luc cells were analyzed by JC-1 staining and Western-blot detection of mitochondrial apoptosis-related proteins. In vivo, the suppressive effects of Ad-VT on A375-luc or M14-luc were assessed by living imaging technology, tumor volume, bioluminescence intensity, survival curves and immunohistochemical analysis of the tumors from the xenograft tumor model BALB/c nude mice. RESULTS: The growth and migration of A375-luc and M14-luc were significantly inhibited by Ad-VT in vitro. The evaluations of A375-luc and M14-luc tumor models in BALB/c nude mice were successfully performed using living imaging technology. Ad-VT had an anti-tumor effect by reducing tumor growth and increasing survival in vivo. Ad-VT significantly changed the mitochondrial membrane potential by triggering the the mitochondrial release of apoptosis-related proteins, AIF (apoptosis inducing factor), ARTS (Apoptosis-Related Proteins), and Cyto-c (cytochrome c) from the mitochondria. CONCLUSION: Ad-VT reduced the mitochondrial membrane potential in A375-luc or M14-luc cells and induced the mitochondrial release of AIF, ARTS and Cyto-C. Ad-VT induced apoptosis in A375-luc or M14-luc cells via the mitochondrial apoptotic pathway.


Subject(s)
Adenoviridae/pathogenicity , Melanoma/microbiology , Animals , Cell Line, Tumor , Cell Proliferation , Disease Models, Animal , Humans , Mice , Mice, Nude , Xenograft Model Antitumor Assays
9.
Cancer Cell ; 39(9): 1202-1213.e6, 2021 09 13.
Article in English | MEDLINE | ID: mdl-34329585

ABSTRACT

Studies suggest that the efficacy of cancer chemotherapy and immunotherapy is influenced by intestinal bacteria. However, the influence of the microbiome on radiation therapy is not as well understood, and the microbiome comprises more than bacteria. Here, we find that intestinal fungi regulate antitumor immune responses following radiation in mouse models of breast cancer and melanoma and that fungi and bacteria have opposite influences on these responses. Antibiotic-mediated depletion or gnotobiotic exclusion of fungi enhances responsiveness to radiation, whereas antibiotic-mediated depletion of bacteria reduces responsiveness and is associated with overgrowth of commensal fungi. Further, elevated intratumoral expression of Dectin-1, a primary innate sensor of fungi, is negatively associated with survival in patients with breast cancer and is required for the effects of commensal fungi in mouse models of radiation therapy.


Subject(s)
Antifungal Agents/administration & dosage , Bacteria/classification , Breast Neoplasms/therapy , Fungi/drug effects , Lectins, C-Type/genetics , Melanoma/therapy , Animals , Antifungal Agents/pharmacology , Bacteria/immunology , Breast Neoplasms/immunology , Breast Neoplasms/microbiology , Combined Modality Therapy , Down-Regulation , Female , Fungi/classification , Fungi/immunology , Gastrointestinal Microbiome/drug effects , Gastrointestinal Microbiome/radiation effects , Gene Expression Regulation, Neoplastic/radiation effects , Humans , Melanoma/immunology , Melanoma/microbiology , Mice , Symbiosis , T-Lymphocytes/metabolism , Tumor-Associated Macrophages/metabolism , Up-Regulation/drug effects , Up-Regulation/radiation effects , Xenograft Model Antitumor Assays
10.
Genome Biol ; 22(1): 187, 2021 06 23.
Article in English | MEDLINE | ID: mdl-34162397

ABSTRACT

BACKGROUND: The human microbiome plays an important role in cancer. Accumulating evidence indicates that commensal microbiome-derived DNA may be represented in minute quantities in the cell-free DNA of human blood and could possibly be harnessed as a new cancer biomarker. However, there has been limited use of rigorous experimental controls to account for contamination, which invariably affects low-biomass microbiome studies. RESULTS: We apply a combination of 16S-rRNA-gene sequencing and droplet digital PCR to determine if the specific detection of cell-free microbial DNA (cfmDNA) is possible in metastatic melanoma patients. Compared to matched stool and saliva samples, the absolute concentration of cfmDNA is low but significantly above the levels detected from negative controls. The microbial community of plasma is strongly influenced by laboratory and reagent contaminants introduced during the DNA extraction and sequencing processes. Through the application of an in silico decontamination strategy including the filtering of amplicon sequence variants (ASVs) with batch dependent abundances and those with a higher prevalence in negative controls, we identify known gut commensal bacteria, such as Faecalibacterium, Bacteroides and Ruminococcus, and also other uncharacterised ASVs. We analyse additional plasma samples, highlighting the potential of this framework to identify differences in cfmDNA between healthy and cancer patients. CONCLUSIONS: Together, these observations indicate that plasma can harbour a low yet detectable level of cfmDNA. The results highlight the importance of accounting for contamination and provide an analytical decontamination framework to allow the accurate detection of cfmDNA for future biomarker studies in cancer and other diseases.


Subject(s)
Cell-Free Nucleic Acids/genetics , DNA, Bacterial/genetics , Melanoma/microbiology , Microbiota/genetics , Skin Neoplasms/microbiology , Bacteroides/classification , Bacteroides/genetics , Bacteroides/isolation & purification , Cell-Free Nucleic Acids/blood , DNA Contamination , DNA, Bacterial/blood , Faecalibacterium/classification , Faecalibacterium/genetics , Faecalibacterium/isolation & purification , Feces/microbiology , Humans , Melanoma/diagnosis , Melanoma/pathology , Neoplasm Metastasis , Neoplasm Staging , Polymerase Chain Reaction/methods , RNA, Ribosomal, 16S/genetics , Ruminococcus/classification , Ruminococcus/genetics , Ruminococcus/isolation & purification , Saliva/microbiology , Skin Neoplasms/diagnosis , Skin Neoplasms/pathology , Symbiosis/physiology
11.
Eur J Cancer ; 151: 25-34, 2021 07.
Article in English | MEDLINE | ID: mdl-33962358

ABSTRACT

OBJECTIVE: The gut microbiome plays an important role in systemic inflammation and immune response. Microbes can translocate and reside in tumour niches. However, it is unclear how the intratumour microbiome affects immunity in human cancer. The purpose of this study was to investigate the association between intratumour bacteria, infiltrating CD8+ T cells and patient survival in cutaneous melanoma. METHODS: Using The Cancer Genome Altas's cutaneous melanoma RNA sequencing data, levels of intratumour bacteria and infiltrating CD8+ T cells were determined. Correlation between intratumour bacteria and infiltrating CD8+ T cells or chemokine gene expression and survival analysis of infiltrating CD8+ T cells and Lachnoclostridium in cutaneous melanoma were performed. RESULTS: Patients with low levels of CD8+ T cells have significantly shorter survival than those with high levels. The adjusted hazard ratio was 1.57 (low vs high) (95% confidence interval: 1.17-2.10, p = 0.002). Intratumour bacteria of the Lachnoclostridium genus ranked top in a positive association with infiltrating CD8+ T cells (correlation coefficient = 0.38, p = 9.4 × 10-14), followed by Gelidibacter (0.31, p = 1.13 × 10-9), Flammeovirga (0.29, p = 1.96 × 10-8) and Acinetobacter (0.28, p = 8.94 × 10-8). These intratumour genera positively correlated with chemokine CXCL9, CXCL10 and CCL5 expression. The high Lachnoclostridium load significantly reduced the mortality risk (p = 0.0003). However, no statistically significant correlation was observed between intratumour Lachnoclostridium abundance and the levels of either NK, B or CD4+ T cells. CONCLUSION: Intratumour-residing gut microbiota could modulate chemokine levels and affect CD8+ T-cell infiltration, consequently influencing patient survival in cutaneous melanoma. Manipulating the intratumour gut microbiome may benefit patient outcomes for those undergoing immunotherapy.


Subject(s)
Bacteria/growth & development , Bacterial Translocation , Gastrointestinal Microbiome , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/immunology , Melanoma/microbiology , Skin Neoplasms/immunology , Skin Neoplasms/microbiology , T-Lymphocytes, Cytotoxic/immunology , Tumor Microenvironment/immunology , Adolescent , Adult , Aged , Aged, 80 and over , Bacterial Load , Chemokines/genetics , Chemokines/metabolism , Clostridiales/growth & development , Cytotoxicity, Immunologic , Female , Humans , Lymphocyte Count , Lymphocytes, Tumor-Infiltrating/metabolism , Male , Melanoma/metabolism , Melanoma/mortality , Middle Aged , Prognosis , Skin Neoplasms/metabolism , Skin Neoplasms/mortality , T-Lymphocytes, Cytotoxic/metabolism , Young Adult
12.
Nature ; 592(7852): 138-143, 2021 04.
Article in English | MEDLINE | ID: mdl-33731925

ABSTRACT

A variety of species of bacteria are known to colonize human tumours1-11, proliferate within them and modulate immune function, which ultimately affects the survival of patients with cancer and their responses to treatment12-14. However, it is not known whether antigens derived from intracellular bacteria are presented by the human leukocyte antigen class I and II (HLA-I and HLA-II, respectively) molecules of tumour cells, or whether such antigens elicit a tumour-infiltrating T cell immune response. Here we used 16S rRNA gene sequencing and HLA peptidomics to identify a peptide repertoire derived from intracellular bacteria that was presented on HLA-I and HLA-II molecules in melanoma tumours. Our analysis of 17 melanoma metastases (derived from 9 patients) revealed 248 and 35 unique HLA-I and HLA-II peptides, respectively, that were derived from 41 species of bacteria. We identified recurrent bacterial peptides in tumours from different patients, as well as in different tumours from the same patient. Our study reveals that peptides derived from intracellular bacteria can be presented by tumour cells and elicit immune reactivity, and thus provides insight into a mechanism by which bacteria influence activation of the immune system and responses to therapy.


Subject(s)
Antigens, Bacterial/analysis , Antigens, Bacterial/immunology , Bacteria/immunology , HLA Antigens/immunology , Melanoma/immunology , Melanoma/microbiology , Peptides/analysis , Peptides/immunology , Antigen Presentation , Bacteria/classification , Bacteria/genetics , Cell Line, Tumor , Coculture Techniques , HLA Antigens/analysis , Humans , Lymphocytes, Tumor-Infiltrating/cytology , Lymphocytes, Tumor-Infiltrating/immunology , Melanoma/pathology , Neoplasm Metastasis/immunology , Phylogeny , RNA, Ribosomal, 16S/genetics
13.
Methods Mol Biol ; 2265: 461-474, 2021.
Article in English | MEDLINE | ID: mdl-33704734

ABSTRACT

Gut microbiota influence and modulate host immune responses. In preclinical cancer models, mice lacking gut microbiota have a markedly diminished response to immune checkpoint inhibitor therapy. Further, in melanoma patients, specific commensal gut microbiota have been associated with a positive clinical response to immunotherapy. In order to study the gut microbiome and metabolome, we have developed methods for fecal sample collection and processing, microbiome and metabolome profiling, and bioinformatic analysis. This protocol will be a useful tool for interrogating the taxonomic composition and functional output of a melanoma patient's gut microbiome.


Subject(s)
Feces/microbiology , Gastrointestinal Microbiome , Melanoma , Metabolome , Metabolomics , Animals , Humans , Melanoma/metabolism , Melanoma/microbiology , Mice
14.
Pigment Cell Melanoma Res ; 34(2): 244-255, 2021 03.
Article in English | MEDLINE | ID: mdl-33438345

ABSTRACT

Melanocytes are static, minimally proliferative cells. This leaves them vulnerable in vitiligo. Yet upon malignant transformation, they form vicious tumors. This profound switch in physiology is accompanied by genetic change and is driven by environmental factors. If UV exposure in younger years supports malignant transformation and melanoma formation, it can likewise impart mutations on melanocytes that reduce their viability, to initiate vitiligo. A wide variety of microbes can influence these diametrically opposed outcomes before either disease takes hold. These microbes are vehicles of change that we are only beginning to study. Once a genetic modification occurs, there is a wide variety of immune cells ready to respond. Though it does not act alone, the T cell is among the most decisive responders in this process. The same biochemical process that offered the skin protection by producing melanin can become an Achilles heel for the cell when the T cells target melanosomal enzymes or, on occasion, neoantigens. T cells are precise, determined, and consequential when they strike. Here, we probe the relationship between the microbiome and its metabolites, epithelial integrity, and the activation of T cells that target benign and malignant melanocytes in vitiligo and melanoma.


Subject(s)
Melanins/metabolism , Melanocytes/pathology , Melanoma/pathology , Microbiota , Pigmentation Disorders/pathology , T-Lymphocytes/immunology , Awards and Prizes , Humans , Melanocytes/immunology , Melanocytes/microbiology , Melanoma/immunology , Melanoma/microbiology , Pigmentation Disorders/immunology , Pigmentation Disorders/microbiology , T-Lymphocytes/classification
15.
J Natl Cancer Inst ; 113(2): 162-170, 2021 02 01.
Article in English | MEDLINE | ID: mdl-32294209

ABSTRACT

BACKGROUND: Gut microbial diversity is associated with improved response to immune checkpoint inhibitors (ICI). Based on the known detrimental impact that antibiotics have on microbiome diversity, we hypothesized that antibiotic receipt prior to ICI would be associated with decreased survival. METHODS: Patients with stage III and IV melanoma treated with ICI between 2008 and 2019 were selected from an institutional database. A window of antibiotic receipt within 3 months prior to the first infusion of ICI was prespecified. The primary outcome was overall survival (OS), and secondary outcomes were melanoma-specific mortality and immune-mediated colitis requiring intravenous steroids. All statistical tests were two-sided. RESULTS: There were 568 patients in our database of which 114 received antibiotics prior to ICI. Of the patients, 35.9% had stage III disease. On multivariable Cox proportional hazards analysis of patients with stage IV disease, the antibiotic-exposed group had statistically significantly worse OS (hazard ratio [HR] = 1.81, 95% confidence interval [CI] = 1.27 to 2.57; P <.001). The same effect was observed among antibiotic-exposed patients with stage III disease (HR = 2.78, 95% CI = 1.31 to 5.87; P =.007). When limited to only patients who received adjuvant ICI (n = 89), antibiotic-exposed patients also had statistically significantly worse OS (HR = 4.84, 95% CI = 1.09 to 21.50; P =.04). The antibiotic group had a greater incidence of colitis (HR = 2.14, 95% CI = 1.02 to 4.52; P =.046). CONCLUSION: Patients with stage III and IV melanoma exposed to antibiotics prior to ICI had statistically significantly worse OS than unexposed patients. Antibiotic exposure was associated with greater incidence of moderate to severe immune-mediated colitis. Given the large number of antibiotics prescribed annually, physicians should be judicious with their use in cancer populations likely to receive ICI.


Subject(s)
Anti-Bacterial Agents/adverse effects , Gastrointestinal Microbiome/genetics , Genetic Variation/drug effects , Melanoma/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Anti-Bacterial Agents/therapeutic use , Antineoplastic Agents, Immunological/administration & dosage , Antineoplastic Agents, Immunological/adverse effects , Disease-Free Survival , Female , Gastrointestinal Microbiome/drug effects , Genetic Variation/genetics , Humans , Immune Checkpoint Inhibitors/administration & dosage , Immune Checkpoint Inhibitors/adverse effects , Immunologic Factors/antagonists & inhibitors , Immunologic Factors/genetics , Immunotherapy/adverse effects , Male , Melanoma/microbiology , Melanoma/mortality , Melanoma/pathology , Middle Aged , Neoplasm Staging , Young Adult
16.
Cancer Med ; 9(18): 6791-6801, 2020 09.
Article in English | MEDLINE | ID: mdl-32750218

ABSTRACT

BACKGROUND: A growing number of studies show that intestinal microbiota affect the therapeutic effects of antineoplastic agents. Disulfiram (tetraethylthiuram disulfide, DSF) is an old alcohol-aversion drug that has been shown to be effective against various types of cancers in preclinical studies, while few studies are carried out to explore its mechanism. METHODS: A mice model of melanoma xenograft was generated and treated with antibiotics (Abx), disulfiram/copper (DSF/Cu2+ ), Abx + DSF/Cu2+ , and the tumor volume and survival curve were observed. Hematoxylin-eosin (HE) staining and western blotting (WB) were used to observe the protein changes related to cell morphology, inflammation, and apoptosis in tumor tissues. Quantitative real time polymerase chain reaction (qPCR) was used to detect the expression of pro-inflammatory cytokines in tumors. High-throughput sequencing was used to detect the effects of Abx and DSF/Cu2+ on intestinal microbiota. RESULTS: The DSF/Cu2+ and Abx + DSF/Cu2+ markedly delayed tumor progression and prolonged mice survival, of which the combination of Abx and DSF/Cu2+ possessed the best anti-tumor effect. Abx + DSF/Cu2+ significantly reduced the pro-inflammatory cytokines Interleukin-1ß (IL-1ß), IL-6 and tumor necrosis factor α (TNF-α) in tumors, and significantly reduced the expression of phosphorylated-protein kinase B (p-AKT)/protein kinase B (AKT), toll-like receptors 4 (TLR-4), and phosphorylated- nuclear factor kappa-B (p-NFκB)/NFκB in tumors. Moreover our high-throughput sequencing first indicated that the sound anti-cancer effect of Abx + DSF/Cu2+ had a strong connection with the increased abundance of intestinal beneficial bacteria Akkermansia, as well as the reduced abundance of opportunistic pathogenic bacteria Campylobacterales, Helicobacteraceae, and Coriobacteriaceae. CONCLUSIONS: The disturbed intestinal microbiota (increased abundance of opportunistic pathogens Campylobacterales, Helicobacteraceae, and Coriobacteriaceae) and the over-activated TLR4/NF-κB signaling pathway in tumor tissues deteriorated the cancer development, and the using of antibiotics is benefit to enhance the therapeutic effect of DSF on tumors via inhibiting the growth of opportunistic pathogenic bacteria.


Subject(s)
Anti-Bacterial Agents/pharmacology , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Bacteria/drug effects , Disulfiram/pharmacology , Gastrointestinal Microbiome/drug effects , Gluconates/pharmacology , Intestines/microbiology , Melanoma/drug therapy , Skin Neoplasms/drug therapy , Animals , Apoptosis/drug effects , Bacteria/growth & development , Cell Line, Tumor , Drug Synergism , Female , Host-Pathogen Interactions , Melanoma/microbiology , Melanoma/pathology , Mice, Inbred C57BL , Skin Neoplasms/microbiology , Skin Neoplasms/pathology
17.
Curr Oncol Rep ; 22(7): 74, 2020 06 24.
Article in English | MEDLINE | ID: mdl-32577835

ABSTRACT

PURPOSE OF REVIEW: We review emerging evidence regarding the impact of gut microbes on antitumor immunity, and ongoing efforts to translate this in clinical trials. RECENT FINDINGS: Pre-clinical models and human cohort studies support a role for gut microbes in modulating overall immunity and immunotherapy response, and numerous trials are now underway exploring strategies to modulate gut microbes to enhance responses to cancer therapy. This includes the use of fecal microbiota transplant (FMT), which is being used to treat patients with Clostridium difficile infection among other non-cancer indications. The use of FMT is now being extended to modulate gut microbes in patients being treated with cancer immunotherapy, with the goal of enhancing responses and/or to ameliorate toxicity. However, significant complexities exist with such an approach and will be discussed herein. Data from ongoing studies of FMT in cancer will provide critical insights for optimization of this approach.


Subject(s)
Fecal Microbiota Transplantation/methods , Gastrointestinal Microbiome/physiology , Immune Checkpoint Inhibitors/therapeutic use , Melanoma/therapy , Neoplasms/therapy , Humans , Melanoma/microbiology
18.
Br J Cancer ; 123(4): 534-541, 2020 08.
Article in English | MEDLINE | ID: mdl-32499569

ABSTRACT

BACKGROUND: Host-microbiota interactions shape T-cell differentiation and promote tumour immunity. Although IL-9-producing T cells have been described as potent antitumour effectors, their role in microbiota-mediated tumour control remains unclear. METHODS: We analysed the impact of the intestinal microbiota on the differentiation of colonic lamina propria IL-9-producing T cells in germ-free and dysbiotic mice. Systemic effects of the intestinal microbiota on IL-9-producing T cells and the antitumour role of IL-9 were analysed in a model of melanoma-challenged dysbiotic mice. RESULTS: We show that germ-free mice have lower frequency of colonic lamina propria IL-9-producing T cells when compared with conventional mice, and that intestinal microbiota reconstitution restores cell frequencies. Long-term antibiotic treatment promotes host dysbiosis, diminishes intestinal IL-4 and TGF-ß gene expression, decreases the frequency of colonic lamina propria IL-9-producing T cells, increases the susceptibility to tumour development and reduces the frequency of IL-9-producing T cells in the tumour microenvironment. Faecal transplant restores intestinal microbiota diversity, and the frequency of IL-9-producing T cells in the lungs of dysbiotic animals, restraining tumour burden. Finally, recombinant IL-9 injection enhances tumour control in dysbiotic mice. CONCLUSIONS: Host-microbiota interactions are required for adequate differentiation and antitumour function of IL-9-producing T cells.


Subject(s)
Anti-Bacterial Agents/adverse effects , Dysbiosis/immunology , Germ-Free Life , Interleukin-9/metabolism , Melanoma/microbiology , T-Lymphocytes/immunology , Animals , Cell Differentiation , Cell Line, Tumor , Dysbiosis/chemically induced , Dysbiosis/therapy , Fecal Microbiota Transplantation , Gastrointestinal Microbiome , Interleukin-4/metabolism , Male , Melanoma/immunology , Mice , Mucous Membrane/drug effects , Mucous Membrane/immunology , Neoplasm Transplantation , T-Lymphocytes/drug effects , Transforming Growth Factor beta/metabolism , Tumor Microenvironment
19.
Nature ; 579(7800): 567-574, 2020 03.
Article in English | MEDLINE | ID: mdl-32214244

ABSTRACT

Systematic characterization of the cancer microbiome provides the opportunity to develop techniques that exploit non-human, microorganism-derived molecules in the diagnosis of a major human disease. Following recent demonstrations that some types of cancer show substantial microbial contributions1-10, we re-examined whole-genome and whole-transcriptome sequencing studies in The Cancer Genome Atlas11 (TCGA) of 33 types of cancer from treatment-naive patients (a total of 18,116 samples) for microbial reads, and found unique microbial signatures in tissue and blood within and between most major types of cancer. These TCGA blood signatures remained predictive when applied to patients with stage Ia-IIc cancer and cancers lacking any genomic alterations currently measured on two commercial-grade cell-free tumour DNA platforms, despite the use of very stringent decontamination analyses that discarded up to 92.3% of total sequence data. In addition, we could discriminate among samples from healthy, cancer-free individuals (n = 69) and those from patients with multiple types of cancer (prostate, lung, and melanoma; 100 samples in total) solely using plasma-derived, cell-free microbial nucleic acids. This potential microbiome-based oncology diagnostic tool warrants further exploration.


Subject(s)
Microbiota/genetics , Neoplasms/diagnosis , Neoplasms/microbiology , Plasma/microbiology , Case-Control Studies , Cohort Studies , DNA, Bacterial/blood , DNA, Viral/blood , Datasets as Topic , Female , Humans , Liquid Biopsy , Lung Neoplasms/blood , Lung Neoplasms/diagnosis , Lung Neoplasms/microbiology , Male , Melanoma/blood , Melanoma/diagnosis , Melanoma/microbiology , Neoplasms/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/microbiology , Reproducibility of Results
20.
Curr Oncol Rep ; 21(8): 72, 2019 07 01.
Article in English | MEDLINE | ID: mdl-31263961

ABSTRACT

PURPOSE OF REVIEW: We discuss how potentially modifiable factors including obesity, the microbiome, diet, and exercise may impact melanoma development, progression, and therapeutic response. RECENT FINDINGS: Obesity is unexpectedly associated with improved outcomes with immune and targeted therapy in melanoma, with early mechanistic data suggesting leptin as one mediator. The gut microbiome is both a biomarker of response to immunotherapy and a potential target. As diet is a major determinant of the gut microbiome, ongoing studies are examining the interaction between diet, the gut microbiome, and immunity. Data are emerging for a potential role of exercise in reducing hypoxia and enhancing anti-tumor immunity, though this has not yet been well-studied in the context of contemporary therapies. Recent data suggests energy balance may play a role in the outcomes of metastatic melanoma. Further studies are needed to demonstrate mechanism and causality as well as the feasibility of targeting these factors.


Subject(s)
Diet , Exercise , Gastrointestinal Microbiome/immunology , Melanoma/immunology , Obesity/immunology , Animals , Energy Metabolism , Humans , Immunotherapy , Leptin/immunology , Melanoma/microbiology , Melanoma/pathology , Melanoma/therapy
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