what is cancer? how do we get it? how does it kill us? fodde, … · exp. mouse bsingle cell digest...

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What is Cancer? How do we get it? How does it kill us?

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Page 1: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

What is Cancer? How do we get it? How does it kill us?

Page 2: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Two distinct cancer research themes:

1. tumor onset (how does it all start? Is it really just a question of bad luck?)

2. metastasis and phenotypic plasticity (what has personalized medicine to do with that?)

Page 3: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Mythbusting Cancer Research

`For every complicated problem there is a solution that is simple, direct, understandable, and wrong.

H.L. Mencken

Page 4: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Colorectal Cancer: the second deadliest

Page 5: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

sequential clonal expansions (Darwin docet!)

Cancer: a multistep genetic process

2nd hit (gene B mutation)

1st hit (gene A mutation)

3rd hit (gene C mutation)

Page 6: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Cancer: a multistep genetic process

Page 7: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

intestinal

epithelial cell ACF adenoma

p53

chr. 17p LOH

carcinoma

The Adenoma-Carcinoma Sequence in Colorectal Cancer: a genetic paradigm for tumor initiation, progression, and metastasis

APC

K-RAS SMAD2/4

chr. 18q LOH

What about the rate-limiting, initiating (APC) mutation event? Is it just a ‘random’ event (bad luck, shit happens), or

do extrinsic (environmental) factors favor its occurrence?

Page 8: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Cancer: the role of “bad luck” vs. environmental risk factors

Page 9: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Cancer: the role of “bad luck” vs. environmental risk factors

Page 10: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Colorectal Cancer: the second deadliest, highest stem cell division rate (1012 over 60 yrs), and yet largely due to environmental factors.

Page 11: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Cancer: the role of “bad luck” vs. environmental risk factors

Page 12: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Why do we get colon cancer? 4 main etiological factors:

1. Age

2. Diet (life style)

3. Inflammation

4. Genetics

It’s all in the stem cell niche!

Page 13: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

intestinal

epithelial cell ACF adenoma

p53

chr. 17p LOH

carcinoma

APC K-RAS SMAD2/4

chr. 18q LOH

stem cell niche alterations (i.e. expansion of cell targets for tumor

initiation and progression)

metaplasia (stem cell reprogramming)

Western-style diet Aging

IBD Predisposition

Page 14: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Why do we get colon cancer? 4 main etiological factors:

1. Age

2. Diet (life style)

3. Inflammation

4. Genetics

It’s all in the stem cell niche!

Page 15: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

How to model Western-Style diet-induced colon cancer in the mouse?

Page 16: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

How to model Western-Style diet-induced colon cancer in the mouse?

NWD1: - 25% of C57BL/6J mice develop colon tumors (n= 1-2); - Tumors arise at 1.5-2 years of age; - Ratio carcinoma-to-adenoma of ~10%; → First and only model of dietary induced sporadic CRC NWD2: Increased Vit D3 and Ca2+ rescue the tumorigenic effect

0%

100%

200%

300%

400%

500%

Fat Vit D3 Ca2+ Fiber Methyldonors

% o

f co

ntr

ol d

iet

AIN76A

NWD1

NWD2

Page 17: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Inflammatory Bowel Diseases: Crohn’s and Ulcerative Colitis

Page 18: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

1 2 3 4 5 6 7 8 9 10

3% DSS H20

SACRIFICE

Lgr5-EGFP

1 2 3 4 5 6 7 8 9 10

H20

SACRIFICE

Lgr5-EGFP

Modelling inflammatory bowel disease by Dextran Sodium Sulfate (DSS)

Page 19: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

The intestinal stem cell niche

Page 20: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

cKit+ Paneth-like cells (in colon)

LyscreERT2

(J. Van Es, H. Clevers)

cKitcreERT2

(D. Saur)

Lgr5EGFP-IRES-creERT2

(N. Barker, H. Clevers)

The intestinal stem cell niche

Page 21: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

GFP

Co

ntr

ol

3%

DSS

GFP GFP/RFP

GFP/RFP GFP/YFP

GFP/YFP GFP

Co

ntr

ol d

iet

NW

D1

die

t

GFP GFP

Ki67

GFP

Ki67

→ fewer Lgr5+ stem cells

→ Lgr5+ stem cell lineage tracing is inhibited

Both Western-style diet and inflammation suppress Lgr5+ stem cell function

→ Lgr5+ stem cells cease to proliferate

Page 22: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

NWD1 inhibits proliferation, lineage tracing, and tumor-initiating capacity of Lgr5+ stem cells through the vitamin D receptor.

Page 23: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Western-style dietary factors and in particular vitamin D depletion inhibit Lgr5 stem cell function

The western-style NWD1 diet (low in vitamin D) represses the stem cell function of Lgr5+ cells and their capacity to underlie cell turnover in the small an large intestine.

Are there other stem cells involved? Or are the dietary effects mediated by the niche?

Page 24: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

‘Mini-Gut’ Organoid Assay

small intestine or colon

crypts 500 crypts/ well

Matrigel + growth

factors

0h 5h 1day 5 days

Page 25: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

AIN

76

A

NW

D1

N

WD

2

5x 20x 10x

0

20

40

60

80

100

120

140

160

180

200

AIN76A NWD1 NWD2

nu

mb

er

of

org

ano

ids

→ notwithstanding the fact that the Western-style diet suppresses stemness of Lgr5+ cells, mini-gut organoid forming capacity is increased.

Hence, a distinct stem cell type is activated upon Western-style diet.

Intestinal stemness is increased by Western-style diet

5 day old organoids

Page 26: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

The intestinal stem cell niche

Page 27: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

1000 Lgr5+ CBCs from mouse A

1000 Paneth cells from mouse B

Plate out in matrigel for ‘mini-gut’ assay

30’ co-incubation at 37°C

optional: genetic (e.g. siRNA) or biochemical modification of sorted lineages

exp. mouse A (e.g. control diet)

exp. mouse B (e.g. NWD1 diet)

Single cell digest of intestinal mucosa

FACSort stem (Lgr5+) and niche (Paneth) cells

separately

Functional analysis of stem vs. niche effects: the organoid reconstitution assay

Lgr5 cells Paneth cells

Page 28: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Western style diet

Lgr5+ stem cells inactivation

Homeostasis Paneth cells provide niche

support to Lgr5+ stem cells.

+4

Lgr5+

Lyz+Paneth

Inflammation

Depletion of Lgr5+ stem cells

Regeneration

Paneth cells acquire stem cell properties and repopulate the intestinal epithelium.

Lin

eag

e t

racin

g

Lin

eag

e t

racin

g

Regeneration

Niche reinforcement by Paneth cells, quiescent stem cell (+4) activation.

+4

Lyz+Paneth

Page 29: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Overall, colon cancer risk factors such as diet and inflammation profoundly affect

both niche and stem cells resulting in improved regeneration upon tissue injury.

The recruitment of new stem cell types

and the overall increased proliferation rate ultimately results in an increased mutation

rate and cancer risk.

Page 30: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

For every complicated problem there is a solution that is simple, direct, understandable, and wrong.

H.L. Mencken

Page 31: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Two distinct cancer research themes:

1. tumor onset (how does it all start? Is it really just a question of bad luck?)

2. metastasis and phenotypic plasticity (what has personalized medicine to do with that?)

Page 32: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

20 30 40 50 60 70

Age (years)

(ep

i)ge

net

ic m

uta

tio

n lo

ad Tumor Evolution at the Primary Site

(Darwin docet: sequential clonal expansion)

2nd hit 1st hit 3rd hit

2nd hit

x

3rd hit

x

EMT

surgery

Dissemination (CTCs & DTCs)

. .

.

. .

Tumorigenesis and Metastasis: Discontinous Evolution

.

. x genetic hit

(mutation)

epigenetic hit (red: EMT; yellow: MET)

Distant Site Metastases

x x

.

.

1st hit

x

Page 33: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Phenotypic Plasticity

Page 34: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

The current ‘hype’ on personalized cancer therapy is misplaced and unjustified

Page 35: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

‘a large majority of driver gene mutations are common to all metastases’

‘the driver gene mutations that were not shared by all metastases are unlikely to

have functional consequences’

2002

2018

Page 36: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells
Page 37: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Tumor cells are capable of contributing to normal development and generate phenotypically normal chimeric organism with tumor cells present in most adult tissues (mouse teratocarcinoma cells: Illmensee & Mintz, 1976; chicken embryonic cells infected with Rous sarcoma virus: Rous, 1979; Dolberg & Bissell, 1984; Stoker, Hatier, & Bissell, 1990).

Some early (70’s and 80’s) experimental evidence that things are not as simple as that:

Mina Bissel, PhD:

phenotype is dominant over

genotype!!

Notably, when cultured in vitro, these embryonic cells rapidly reveal pronounced tumorigenic features and undergo neoplastic transformation.

Hence, the embryonic environment seems to attenuate oncogenesis possibly by inducing differentiation and suppressing cancer stemness.

Page 38: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Type, density and location of tumor-infiltrating immune cells in large cohorts of human colorectal cancers represent the strongest prognostic factors in terms of freedom from disease and overall survival at all stages of clinical disease (Galon et al., Science 2006).

Jerome Galone, PhD

Page 39: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells
Page 40: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

The Overhyping of Precision Medicine Science has a history of inflated promises when it comes to disease treatment. by Nathaniel Comfort, Dec. 16, 2016 www.theatlantic.com/health/archive/2016/12/the-peril-of-overhyping-precision-medicine/510326

Page 41: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Phenotypic Plasticity

Page 42: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

The invasion-metastasis cascade: two main theories

….

“seed and soil” (single CTCs) vs. “collective cell migration”

Page 43: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Epithelial markers: • E-cadherin • Cytokeratin • Desmoplakin • Laminin

Mesenchymal markers: • Vimentin • Fibronectin • N-cadherin • 𝛂-SMA

Epithelial-to-mesenchymal transition: not a B&W process

EMT transcription factors: ZEB1, ZEB2, Snail, Slug, Twist, FoxC2

Functional features: • Tight cell-cell adhesion • Non-motile • Non-invasive

Functional features: • No cell-cell adhesion • Motile • Invasive

Functional features: • Weak cell-cell

adhesion • Metastable

E/M markers:

??

Page 44: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells
Page 45: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Phenotypic Plasticity and Metastasis: conventional immortalized cell lines as experimental models

Page 46: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Common colon cancer cell lines encompass a CD44highEpCAMlow subpopulation with mesenchymal and highly motile and invasive features

Andrea Sacchetti

Page 47: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

CD44highEpCAMlow colon cancer cells express EMT markers and transcription factors (ZEB1)

Page 48: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

CD44hiEpCAMlow =19%

CD44hiEpCAMlow = 84%

EpCAM-FITC

CD

44

-AP

C

HCT116 - Sorted EpCAM low + 34 days

CD44highEpCAMlow cells have stem-like characteristics

Page 49: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

CD44highEpCAMlow cells have high-metastatic capacity in vivo

HCT116 - Spleen injection

…and are resistant to chemotherapy

Page 50: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

CD44hiEpCAMhigh CD44hiEpCAMlow

CD44hiEpCAMhigh CD44hiEpCAMlow

HCT116 – Top differentially expressed genes

EpCAM

E-Cad

ZEB1 VIM1

RSPO1

RNAseq analysis: functional and omics characterization

Page 51: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

HCT116 and SW480: combined pathway analysis

HCT116 and SW480: MDS analysis

Page 52: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

CD44highEpCAMlow cells correlate with EMT signatures and the CMS4 subtype of colon cancer

Page 53: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

HCT116 – chemotherapy

Post-treatment

Pre-treatment

Recurrence Post-treatment

Pre-treatment

Recurrence

SW480 – chemotherapy

CD44highEpCAMlow cells correlate with signatures of chemoresistance and have a worse clinical outcome

Page 54: What is Cancer? How do we get it? How does it kill us? Fodde, … · exp. mouse BSingle cell digest of intestinal mucosa (e.g. NWD1 diet) FACSort stem (Lgr5+) and niche (Paneth) cells

Diagnostic and prognostic CTC markers

Targeted CTC therapy

Future Plans: detection and targeting of single CTCs and CTC cluster in blood

Single CTCs vs clusters

Epithelial vs hybrid E/M vs mesenchymal