Gut Microbiota, Metabolome, and Body Composition Signatures of Response to Therapy in Patients with Advanced Melanoma

被引:10
|
作者
Vandoni, Giulia [1 ]
D'Amico, Federica [2 ,3 ]
Fabbrini, Marco [2 ,3 ]
Mariani, Luigi [4 ]
Sieri, Sabina [5 ]
Casirati, Amanda [6 ]
Di Guardo, Lorenza [7 ]
Del Vecchio, Michele [7 ]
Anichini, Andrea [8 ]
Mortarini, Roberta [8 ]
Sgambelluri, Francesco [8 ]
Celano, Giuseppe [9 ]
Serale, Nadia [9 ]
De Angelis, Maria [9 ]
Brigidi, Patrizia [2 ]
Gavazzi, Cecilia [1 ]
Turroni, Silvia [3 ]
机构
[1] Fdn IRCCS Ist Nazl Tumori, Clin Nutr Unit, I-20133 Milan, Italy
[2] Univ Bologna, Dept Med & Surg Sci, Microbi Unit, I-40138 Bologna, Italy
[3] Univ Bologna, Dept Pharm & Biotechnol, Unit Microbiome Sci & Biotechnol, I-40126 Bologna, Italy
[4] Fdn IRCCS Istituito Nazl Tumori, Data Sci Unit, I-20133 Milan, Italy
[5] Fdn IRCCS Ist Nazl Tumori, Epidemiol & Prevent Unit, I-20133 Milan, Italy
[6] Fdn IRCCS Policlin San Matteo, Clin Nutr & Dietet Unit, I-27100 Pavia, Italy
[7] Fdn IRCCS Ist Nazl Tumori, Melanoma Med Oncol Unit, I-20133 Milan, Italy
[8] Fdn IRCCS Ist Nazl Tumori, Dept Res, Human Tumors Immunobiol Unit, I-20133 Milan, Italy
[9] Univ Bari Aldo Moro, Dept Soil Plant & Food Sci DiSSPA, I-70126 Bari, Italy
关键词
gut microbiota; metabolome; body composition; advanced melanoma; response to therapy; DIETARY FIBER; MASS INDEX; CANCER; OUTCOMES; IMMUNOTHERAPY; NEUTROPHILS; ANETHOLE;
D O I
10.3390/ijms241411611
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Despite the recent breakthroughs in targeted and immunotherapy for melanoma, the overall survival rate remains low. In recent years, considerable attention has been paid to the gut microbiota and other modifiable patient factors (e.g., diet and body composition), though their role in influencing therapeutic responses has yet to be defined. Here, we characterized a cohort of 31 patients with unresectable IIIC-IV-stage cutaneous melanoma prior to initiation of targeted or first-line immunotherapy via the following methods: (i) fecal microbiome and metabolome via 16S rRNA amplicon sequencing and gas chromatography/mass spectrometry, respectively, and (ii) anthropometry, body composition, nutritional status, physical activity, biochemical parameters, and immunoprofiling. According to our data, patients subsequently classified as responders were obese (i.e., with high body mass index and high levels of total, visceral, subcutaneous, and intramuscular adipose tissue), non-sarcopenic, and enriched in certain fecal taxa (e.g., Phascolarctobacterium) and metabolites (e.g., anethole), which were potentially endowed with immunostimulatory and oncoprotective activities. On the other hand, non-response was associated with increased proportions of Streptococcus, Actinomyces, Veillonella, Dorea, Fusobacterium, higher neutrophil levels (and a higher neutrophil-to-lymphocyte ratio), and higher fecal levels of butyric acid and its esters, which also correlated with decreased survival. This exploratory study provides an integrated list of potential early prognostic biomarkers that could improve the clinical management of patients with advanced melanoma, in particular by guiding the design of adjuvant therapeutic strategies to improve treatment response and support long-term health improvement.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Splenectomy Leads to Amelioration of Altered Gut Microbiota and Metabolome in Liver Cirrhosis Patients
    Liu, Yang
    Li, Jun
    Jin, Ye
    Zhao, Lei
    Zhao, Fuya
    Feng, Jing
    Li, Aidong
    Wei, Yunwei
    FRONTIERS IN MICROBIOLOGY, 2018, 9
  • [22] Epstein Barr virus infection in tree shrews alters the composition of gut microbiota and metabolome profile
    Xia, Wei
    Liu, Lei
    Shi, Nan
    Zhang, Chaoyin
    Tang, Anzhou
    He, Guangyao
    VIROLOGY JOURNAL, 2023, 20 (01)
  • [23] Changes in the composition of the fecal metabolome and gut microbiota contribute to intervertebral disk degeneration in a rabbit model
    Shuai Cheng
    Jian Yu
    Meiling Cui
    Hongmin Su
    Yang Cao
    Journal of Orthopaedic Surgery and Research, 19
  • [24] Changes in the composition of the fecal metabolome and gut microbiota contribute to intervertebral disk degeneration in a rabbit model
    Cheng, Shuai
    Yu, Jian
    Cui, Meiling
    Su, Hongmin
    Cao, Yang
    JOURNAL OF ORTHOPAEDIC SURGERY AND RESEARCH, 2024, 19 (01)
  • [25] Epstein Barr virus infection in tree shrews alters the composition of gut microbiota and metabolome profile
    Wei Xia
    Lei Liu
    Nan Shi
    Chaoyin Zhang
    Anzhou Tang
    Guangyao He
    Virology Journal, 20
  • [26] Gut Microbiota and Therapy in Metastatic Melanoma: Focus on MAPK Pathway Inhibition
    Guardamagna, Mora
    Berciano-Guerrero, Miguel-Angel
    Villaescusa-Gonzalez, Beatriz
    Perez-Ruiz, Elisabeth
    Oliver, Javier
    Lavado-Valenzuela, Rocio
    Rueda-Dominguez, Antonio
    Barragan, Isabel
    Isabel Queipo-Ortuno, Maria
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (19)
  • [27] Gut microbiota composition and metabolic characteristics in patients with Craniopharyngioma
    Liu, Chunhui
    Liu, Fangzheng
    Nie, Ding
    Xiao, Youchao
    Wu, Wentao
    Jia, Yanfei
    Jin, Lu
    Qiao, Ning
    Cai, Kefan
    Ru, Siming
    Liu, Xin
    Song, Yifan
    Xu, Jintian
    Cao, Lei
    Gui, Songbai
    BMC CANCER, 2024, 24 (01)
  • [28] Modulation of the Gut Microbiome to Enhance Immunotherapy Response in Metastatic Melanoma Patients: A Clinical Review
    Najmi, Maleka
    Tran, Tiffaney
    Witt, Russell G.
    Nelson, Kelly C.
    DERMATOLOGY AND THERAPY, 2022, 12 (11) : 2489 - 2497
  • [29] Longitudinal analysis of the gut microbiota during anti-PD-1 therapy reveals stable microbial features of response in melanoma patients
    Macandog, Angeli D. G.
    Catozzi, Carlotta
    Capone, Mariaelena
    Nabinejad, Amir
    Nanaware, Padma P.
    Liu, Shujing
    Vinjamuri, Smita
    Stunnenberg, Johanna A.
    Galie, Serena
    Jodice, Maria Giovanna
    Montani, Francesca
    Armanini, Federica
    Cassano, Ester
    Madonna, Gabriele
    Mallardo, Domenico
    Mazzi, Benedetta
    Pece, Salvatore
    Tagliamonte, Maria
    Vanella, Vito
    Barberis, Massimo
    Ferrucci, Pier F.
    Blank, Christian U.
    Bouvier, Marlene
    Andrews, Miles C.
    Xu, Xiaowei
    Santambrogio, Laura
    Segata, Nicola
    Buonaguro, Luigi
    Cocorocchio, Emilia
    Ascierto, Paolo A.
    Manzo, Teresa
    Nezi, Luigi
    CELL HOST & MICROBE, 2024, 32 (11) : 2004 - +
  • [30] Fecal Microbial Transplantation impact on gut microbiota composition and metabolome, microbial translocation and T-lymphocyte immune activation in recurrent Clostridium difficile infection patients
    Bruno, Giovanni
    Gagliardi, Antonella
    Oliva, Alessandra
    Trancassini, Maria
    Macone, Alberto
    Cicerone, Clelia
    D'Abramo, Alessandra
    Iebba, Valerio
    Auria, Stefania
    Bonfiglio, Giulia
    Zingaropoli, Maria Antonella
    D'Ettorre, Gabriella
    Badiali, Danilo
    Vullo, Vincenzo
    Corazziari, Enrico S.
    Schippa, Serena
    NEW MICROBIOLOGICA, 2019, 42 (04) : 221 - 224