From Chaos to Opportunity: Decoding Cancer Heterogeneity for Enhanced Treatment Strategies.
Alessandro Ottaiano, Monica Ianniello, Mariachiara Santorsola, Raffaella Ruggiero, Roberto Sirica, Francesco Sabbatino, Francesco Perri, Marco Cascella, Massimiliano Di Marzo, Massimiliano Berretta, Michele Caraglia, Guglielmo Nasti, Giovanni Savarese
Author Information
Alessandro Ottaiano: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy. ORCID
Monica Ianniello: AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy.
Mariachiara Santorsola: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy.
Raffaella Ruggiero: AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy.
Roberto Sirica: AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy.
Francesco Sabbatino: Oncology Unit, Department of Medicine, Surgery and Dentistry, University of Salerno, 84081 Baronissi, Italy. ORCID
Francesco Perri: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy. ORCID
Marco Cascella: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy. ORCID
Massimiliano Di Marzo: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy.
Massimiliano Berretta: Department of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Michele Caraglia: Department of Precision Medicine, University of Campania "L. Vanvitelli", Via Luigi De Crecchio 7, 80138 Naples, Italy. ORCID
Guglielmo Nasti: Istituto Nazionale Tumori di Napoli, IRCCS "G. Pascale", Via M. Semmola, 80131 Naples, Italy.
Giovanni Savarese: AMES, Centro Polidiagnostico Strumentale srl, Via Padre Carmine Fico 24, 80013 Casalnuovo Di Napoli, Italy.
中文译文
English
Cancer manifests as a multifaceted disease, characterized by aberrant cellular proliferation, survival, migration, and invasion. Tumors exhibit variances across diverse dimensions, encompassing genetic, epigenetic, and transcriptional realms. This heterogeneity poses significant challenges in prognosis and treatment, affording tumors advantages through an increased propensity to accumulate mutations linked to immune system evasion and drug resistance. In this review, we offer insights into tumor heterogeneity as a crucial characteristic of cancer, exploring the difficulties associated with measuring and quantifying such heterogeneity from clinical and biological perspectives. By emphasizing the critical nature of understanding tumor heterogeneity, this work contributes to raising awareness about the importance of developing effective cancer therapies that target this distinct and elusive trait of cancer.
Science. 2012 Dec 21;338(6114):1622-6
[PMID: 23258894 ]
Cell Genom. 2022 Aug 10;2(8):
[PMID: 36419822 ]
Commun Biol. 2022 Sep 9;5(1):937
[PMID: 36085309 ]
Front Immunol. 2023 Mar 10;14:1095388
[PMID: 36969176 ]
Front Oncol. 2022 Mar 21;12:861151
[PMID: 35387128 ]
J Magn Reson Imaging. 2017 Aug;46(2):483-489
[PMID: 28176411 ]
Nat Cell Biol. 2010 Oct;12(10):943-53
[PMID: 20871601 ]
Nat Commun. 2022 Jun 29;13(1):3750
[PMID: 35768438 ]
Cold Spring Harb Mol Case Stud. 2020 Apr 1;6(2):
[PMID: 32054662 ]
J Clin Transl Res. 2021 Aug 04;7(4):511-522
[PMID: 34541365 ]
Comput Math Methods Med. 2012;2012:183879
[PMID: 22666302 ]
Cancer Med. 2023 Jul;12(13):14375-14386
[PMID: 37081739 ]
Nat Commun. 2017 Oct 27;8(1):1165
[PMID: 29079851 ]
Dis Model Mech. 2016 Feb;9(2):131-40
[PMID: 26721874 ]
J Cancer Res Clin Oncol. 2022 Mar;148(3):533-545
[PMID: 35048197 ]
Bone. 2023 May;170:116719
[PMID: 36868507 ]
Ann Oncol. 2019 Jul 1;30(7):1096-1103
[PMID: 31038663 ]
Int J Mol Sci. 2019 Nov 13;20(22):
[PMID: 31766149 ]
Cancer Commun (Lond). 2020 Aug;40(8):329-344
[PMID: 32654419 ]
Cell. 2017 Feb 9;168(4):613-628
[PMID: 28187284 ]
Ann Oncol. 2019 Jun 1;30(6):990-997
[PMID: 30916311 ]
Sci Rep. 2017 Jun 12;7(1):3248
[PMID: 28607403 ]
Curr Opin Genet Dev. 2016 Dec;41:36-43
[PMID: 27589081 ]
Theory Biosci. 2013 Sep;132(3):139-58
[PMID: 23637008 ]
N Engl J Med. 2017 Jun 1;376(22):2109-2121
[PMID: 28445112 ]
Cell Syst. 2018 Feb 28;6(2):149-150
[PMID: 29494801 ]
Cancer Lett. 2013 Nov 28;341(1):80-96
[PMID: 23376253 ]
Int J Cancer. 2020 Nov 15;147(10):2879-2890
[PMID: 32638385 ]
Stem Cells. 2008 Feb;26(2):364-71
[PMID: 17975224 ]
Cancer Lett. 2023 Jul 28;567:216281
[PMID: 37336285 ]
Int J Biol Sci. 2013 May 08;9(5):435-43
[PMID: 23678293 ]
Cancer Res. 2008 Sep 15;68(18):7676-83
[PMID: 18794157 ]
Cytokine. 2022 Sep;157:155967
[PMID: 35905624 ]
Proc Natl Acad Sci U S A. 2015 Sep 22;112(38):11923-8
[PMID: 26340991 ]
Trends Immunol. 2020 Aug;41(8):676-691
[PMID: 32622854 ]
Cancers (Basel). 2019 Jul 30;11(8):
[PMID: 31366178 ]
N Engl J Med. 2020 Sep 24;383(13):1207-1217
[PMID: 32955176 ]
Methods Mol Biol. 2017;1513:61-81
[PMID: 27807831 ]
Cancer Res. 2022 Jun 6;82(11):2076-2083
[PMID: 35385572 ]
Science. 2002 Jul 19;297(5580):403-5
[PMID: 12130785 ]
Transl Lung Cancer Res. 2018 Aug;7(4):464-486
[PMID: 30225211 ]
Cancers (Basel). 2022 Aug 24;14(17):
[PMID: 36077628 ]
Immunol Cell Biol. 2013 Sep;91(8):493-502
[PMID: 23797066 ]
Cell. 2016 Mar 24;165(1):35-44
[PMID: 26997480 ]
J Cell Physiol. 2009 Sep;220(3):538-47
[PMID: 19441078 ]
PLoS One. 2011 Mar 30;6(3):e17866
[PMID: 21479218 ]
Nat Commun. 2019 Sep 13;10(1):4192
[PMID: 31519896 ]
J Exp Clin Cancer Res. 2021 Mar 1;40(1):81
[PMID: 33648534 ]
Nat Rev Cancer. 2019 Nov;19(11):639-650
[PMID: 31455892 ]
Cancers (Basel). 2020 Oct 21;12(10):
[PMID: 33096795 ]
Nat Rev Urol. 2021 Feb;18(2):79-92
[PMID: 33328650 ]
Cell Death Dis. 2022 Jan 11;13(1):50
[PMID: 35017463 ]
PLoS One. 2018 Sep 5;13(9):e0203030
[PMID: 30183728 ]
Phys Chem Chem Phys. 2022 Mar 2;24(9):5748-5754
[PMID: 35191434 ]
BMC Med. 2022 Jul 29;20(1):256
[PMID: 35902848 ]
Ultrasonics. 2022 Feb;119:106599
[PMID: 34624584 ]
Nat Commun. 2021 May 5;12(1):2540
[PMID: 33953163 ]
Front Oncol. 2021 Jul 21;11:709210
[PMID: 34367994 ]
Cancer Cell. 2019 Oct 14;36(4):418-430.e6
[PMID: 31588021 ]
Ann Oncol. 2012 Jul;23(7):1687-93
[PMID: 22112970 ]
Cancer Res. 2009 May 15;69(10):4493-501
[PMID: 19366801 ]
Adv Drug Deliv Rev. 2012 Dec 1;64(Suppl):353-365
[PMID: 24511174 ]
Cancers (Basel). 2021 Sep 04;13(17):
[PMID: 34503266 ]
Nature. 2010 Dec 9;468(7325):829-33
[PMID: 21102433 ]
Nat Rev Cancer. 2015 Dec;15(12):730-45
[PMID: 26597528 ]
Immunology. 2013 Feb;138(2):105-15
[PMID: 23216602 ]
EMBO J. 1999 Dec 1;18(23):6585-98
[PMID: 10581233 ]
Annu Rev Pathol. 2011;6:95-119
[PMID: 20936938 ]
Am J Pathol. 1999 Sep;155(3):739-52
[PMID: 10487832 ]
Immunity. 2004 Aug;21(2):137-48
[PMID: 15308095 ]
Int Immunopharmacol. 2023 Mar;116:109569
[PMID: 36773572 ]
J Hematol Oncol. 2021 Jan 5;14(1):2
[PMID: 33402214 ]
Cancer Res. 2014 Mar 1;74(5):1338-48
[PMID: 24448237 ]
Cell. 2018 May 3;173(4):879-893.e13
[PMID: 29681456 ]
Am J Pathol. 2003 Jan;162(1):183-93
[PMID: 12507901 ]
Int J Mol Sci. 2016 Dec 20;17(12):
[PMID: 27999407 ]
Semin Cancer Biol. 2007 Aug;17(4):275-87
[PMID: 17662614 ]
Front Bioeng Biotechnol. 2020 Jun 11;8:249
[PMID: 32596213 ]
Oncotarget. 2017 Sep 28;8(57):97114-97126
[PMID: 29228597 ]
Cancer Res. 2008 Oct 1;68(19):7711-7
[PMID: 18829523 ]
Biology (Basel). 2022 Sep 06;11(9):
[PMID: 36138802 ]
Cancer Cell. 2003 Sep;4(3):181-9
[PMID: 14522252 ]
Pathology. 2022 Apr;54(3):249-253
[PMID: 35153070 ]
Front Oncol. 2021 Dec 30;11:762184
[PMID: 35036354 ]
Exp Cell Res. 2007 Nov 1;313(18):3935-42
[PMID: 17904548 ]
Front Oncol. 2022 Jun 29;12:890410
[PMID: 35847846 ]
Trends Ecol Evol. 2014 Jan;29(1):33-41
[PMID: 24148292 ]
Phys Chem Chem Phys. 2015 Jan 14;17(2):1399-410
[PMID: 25427983 ]
Technol Cancer Res Treat. 2020 Jan-Dec;19:1533033820935477
[PMID: 32799763 ]
Clin Nucl Med. 2015 Sep;40(9):708-14
[PMID: 26098287 ]
Cancer Res. 2006 Aug 15;66(16):7889-98
[PMID: 16912162 ]
Expert Rev Mol Diagn. 2019 Jul;19(7):591-598
[PMID: 31164012 ]
Bioessays. 2021 Jul;43(7):e2100029
[PMID: 33998010 ]
Cancer Res. 2015 Jul 1;75(13):2587-93
[PMID: 26069246 ]
Curr Biol. 2020 Aug 17;30(16):R921-R925
[PMID: 32810447 ]
Oncogene. 2006 Sep 25;25(43):5885-97
[PMID: 16998503 ]
Breast Cancer Res Treat. 2005 May;91(2):125-32
[PMID: 15868440 ]
Cancer Res. 2016 Jun 15;76(12):3446-50
[PMID: 27256564 ]
N Engl J Med. 1971 Nov 18;285(21):1182-6
[PMID: 4938153 ]
MedComm (2020). 2023 May 27;4(3):e285
[PMID: 37250144 ]
Proc SPIE Int Soc Opt Eng. 2019 Feb;10950:
[PMID: 32528211 ]
Cancer Imaging. 2022 Jul 5;22(1):32
[PMID: 35791003 ]
J Cancer Res Clin Oncol. 2021 Dec;147(12):3477-3494
[PMID: 34613483 ]
Lung Cancer. 2001 Dec;34 Suppl 2:S59-64
[PMID: 11720743 ]
Med Oncol. 2014 Jan;31(1):775
[PMID: 24338338 ]
Nat Rev Clin Oncol. 2016 Jun;13(6):335-47
[PMID: 26483300 ]
Semin Cancer Biol. 2022 Jan;78:90-103
[PMID: 33979674 ]
Clin Cancer Res. 2022 Jul 15;28(14):2994-3001
[PMID: 35380639 ]
Int J Mol Sci. 2022 Jan 16;23(2):
[PMID: 35055153 ]
Curr Opin Genet Dev. 2021 Feb;66:70-77
[PMID: 33434721 ]
Nat Rev Gastroenterol Hepatol. 2020 Feb;17(2):111-130
[PMID: 31900466 ]
Nat Cell Biol. 2018 Dec;20(12):1349-1360
[PMID: 30482943 ]
Proc Natl Acad Sci U S A. 2017 Nov 21;114(47):12512-12517
[PMID: 29078313 ]
Cancers (Basel). 2022 Jan 07;14(2):
[PMID: 35053446 ]
Cancer Discov. 2022 Jun 2;12(6):1462-1481
[PMID: 35320348 ]
Med Sci (Basel). 2020 Mar 23;8(1):
[PMID: 32210163 ]
Transl Lung Cancer Res. 2018 Feb;7(1):21-31
[PMID: 29535910 ]
Genes Dev. 2009 Mar 15;23(6):675-80
[PMID: 19261747 ]
Clin Transl Oncol. 2019 Sep;21(9):1250-1259
[PMID: 30788837 ]
J Biol Chem. 2022 Jun;298(6):101965
[PMID: 35461809 ]
Blood Adv. 2020 Mar 24;4(6):1082-1092
[PMID: 32196557 ]
Adv Drug Deliv Rev. 2016 Feb 1;97:280-301
[PMID: 26686425 ]
Cell Death Dis. 2020 Apr 24;11(4):275
[PMID: 32332709 ]
Proc Natl Acad Sci U S A. 2021 Feb 23;118(8):
[PMID: 33593904 ]
Proc Natl Acad Sci U S A. 2002 Nov 12;99(23):14937-42
[PMID: 12417741 ]
Sci Rep. 2014 Jun 23;4:5396
[PMID: 24953798 ]
Mol Carcinog. 2023 Jul;62(7):1025-1037
[PMID: 37042566 ]
Science. 2017 Apr 14;356(6334):189-194
[PMID: 28408603 ]
Brief Bioinform. 2020 Jul 15;21(4):1209-1223
[PMID: 31243426 ]
Nat Rev Genet. 2016 Oct 14;17(11):704-714
[PMID: 27739533 ]
Nat Rev Drug Discov. 2023 Jun;22(6):476-495
[PMID: 37041221 ]
Cell. 2023 Apr 13;186(8):1580-1609
[PMID: 37059066 ]
Abdom Radiol (NY). 2019 Jun;44(6):2040-2047
[PMID: 30474722 ]
Oncogene. 2022 Mar;41(13):1835-1850
[PMID: 35145232 ]
Cancer Res. 2016 Sep 15;76(18):5512-22
[PMID: 27466286 ]
Trends Biotechnol. 2022 Jun;40(6):647-676
[PMID: 34972597 ]
Adv Drug Deliv Rev. 2017 Sep 15;119:44-60
[PMID: 28697952 ]
Infect Agent Cancer. 2021 Jun 2;16(1):39
[PMID: 34078424 ]
Trends Cancer. 2016 Feb 1;2(2):70-83
[PMID: 27019871 ]