hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI:...

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‘Screening for ‘causes’ of hypertension needles, haystacks & mass spec(ulation)?’ Hypertension in the blood - & urine..? Prof Kennedy Cruickshank Cardiovascular Medicine & Diabetes Nutritional Sciences Division King’s College & King’s Health Partners (St Thomas’/Guy’s Hosps), UK London (with Univ. West Indies, Jamaica & Barbados, Cameroon, Nigeria, Ghana & New Orleans, USA).

Transcript of hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI:...

Page 1: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

‘Screening for ‘causes’ of

hypertension – needles, haystacks

& mass spec(ulation)?’

Hypertension in the blood - & urine..?

Prof Kennedy Cruickshank

Cardiovascular Medicine & Diabetes

Nutritional Sciences Division

King’s College &

King’s Health Partners (St Thomas’/Guy’s Hosps), UK

London (with Univ. West Indies, Jamaica & Barbados,

Cameroon, Nigeria, Ghana & New Orleans, USA).

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N. Xiao, J.D. Humphrey, C.A. Figueroa. "Multi-Scale Computational Model of Three-

Dimensional Hemodynamics within a Deformable Full-Body Arterial Network."

Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016

Variation in

Flow and Pressure

across the

Arterial tree..

(modelled) Note resulting

Pulse Wave

Velocity

changes

(estimated) Courtesy of

Dr A Figueroa,

King’s College

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Alteration in arterial parameter

Number of CV events

Arterial biomarker of CV events :

Intermediate end-point

Longitudinal study

Eg:

Pulse wave velocity (PWV)

Central (aortic) BP

Augmentation ?

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CVD death rates by Systolic Blood

Pressure

0

50

100

150

200

250

300

<120 120-

139

140-

159

160-

179

180-

199

>200

Systolic BP level (mmHg)

Dea

th r

ate

s p

er 1

0,0

00

perso

n-y

rs

without diabetes

with diabetes

Age adjusted cardiovascular death rates

with and without diabetes at screening

for MRFIT

Alive Died

80 220 4

25

130 160 190

Pu

lse

Wa

ve

Vel

oci

ty (

m/s

)

Arterial Stiffness as Pulse Wave

Velocity (PWV) vs SBP for all

T2 Diabetes & GTTd Controls

Vacarro et al 2003 Cruickshank et al Circulation 2002

Systolic BP mmHg

NB: Accord Trial data 2010

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Individual Patient Meta-analysis of Arterial

Stiffness and Mortality – an intermediary

outcome not a risk factor..

Ben-Shlomo et al, JACC 2014

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0

10

20

30

40 %

< 50 60 70 80 90 100 110 120 130 140

Diastolic Blood Pressure mmHg

Manchester 23 Jamaica 15 Cameroon – urban 4.4

% BP (treated)

Cameroon – rural 0.5

Age-adjusted blood pressure distributions of

west African-origin populations

Cruickshank et al, J Hypert 2001; 19: 41-46

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Barker hypothesis

• Fetal origins of Adult CVS Disease*

• Consistent, global association of poor fetal growth

Low Birth weight Disproportional

thin baby poor placenta

• ? Nutritional inadequacy

* Barker DJP. Mothers, babies & Disease in later

life. BMJ books, London 1998.

Page 8: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Weight Gain from Birth to 3 months

& Rise in Systolic BP

Bansal et al, J Hypert 2008; 26 (3): 412-18

Page 9: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

‘Tracking’ coefficients of children blood pressure: the Brompton study, UK

De Swiet et al, BMJ 1992; 304:23-26

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100

105

110

115

120

systo

lic B

P (

mm

Hg

)

■ 13.1 - 18.8 kg/m² ♦ 18.8 - 21.9 kg/m² ● 21.9 - 39.5 kg/m²

White Black

Caribbean

Black

African

Indian Pakistani/

Bangladeshi

MixedWhite

Other

UK: systolic BP by BMI tertiles among adolescent girls

The MRC DASH Study in London Schools

Harding, Maynard, Cruickshank, J Hypertension 2006

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Ingrid A. Tennant, Debbie S. Thompson,, Alan T. Barnett, Jan Kips*, M Boyne, E Chung, A Chung, C Osmond#, MA. Hanson, PD Gluckman,

P Segers*, J Kennedy Cruickshank, Terrence E. Forrester

Univ. West Indies Mona Jamaica

Univs. Ghent, Belgium, & Southampton, King’s College London, UK

11

Cardiovascular structure and function

in adult survivors of severe acute

malnutrition

Hypertension – accepted May 2014

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Differences in cardiovascular measures (SD

scores) between controls vs. all SAM survivors

12

Measurement

(standardised score)

Controls – all SAM survivors

Difference 95%CI, p-value

Controlled for age and sex

Systolic blood pressure -0.22 -0.55 to 0.12, 0.2

Diastolic blood pressure -0.40 -0.71 to -0.08, 0.02 Heart rate 0.21 -0.14 to 0.56, 0.2

Pulse Wave Velocity 0.35 0.06 to 0.65, 0.02

Stroke Volume 0.49 0.15 to 0.82, 0.005

Cardiac Output 0.56 0.23 to 0.90, 0.001

Ejection Fraction -0.41 -0.76 to -0.06, 0.02

LV outflow tract diameter 0.71 0.39 to 1.03, <0.001

Systemic Vascular Resistance -0.69 -1.03 to -0.35, <0.001 LV Mass index -0.02 -0.35 to 0.31, 0.9

Central Systolic BP -0.15 -0.47 to 0.18, 0.4

Hypertension – accepted May 2014

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X 2

Expected

NB

Temperature

difference

Page 14: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Initial studies of Arterial function in

Ghana

Factors related to PWV (arterial stiffness) in T2 Diabetes patients

with (n=164) and without ‘High BP’ (n=83), in hypertensives

(n= 78), & in similarly aged Controls (n=62)

Standardised

B

P value

Mean BP 0.38 <0.001

Age 0.34 <0.001

Hypertension status 0.196 0.001

BMI -0.172 0.001

Diabetes status 0.126 0.025

WHR 0.035 0.4

Heart rate 0.035 0.4

FPG 0.016 0.8 Yeboah, Govoni,

JKC, Amoah

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‘Diagnosis’ of Hypertension

‘the level of BP above which treatment

does more good than harm’

(Rose 1964)

= need Randomised Clinical Trials of

TREATMENT to decide

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Hypertension currently...

• >140/90 mmHg (30+% adults – BUT age-related)

• 98% Primary (essential)

• 2% Secondary: Adrenal gland tumours /

hyperplasia [?]

• Kidney disease

• Renal artery stenosis

• Genetic disorders

• Drugs (OCP) Liquorice

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Candidate genes screened for linkage

to (high) BP in African-

Americans, Caribbeans and west Africans:

• Epith. Na+ channel

•TGF- B

• Endothelin-1, Naturetic peptides

• a- receptors

• Glyc389 B1 Rc

• Aldosterone synthase

• NO synthase

• Angiotensinogen etc.

All linked, & not found on repeat sampling in other data.

cf. UK MRC’s ‘BRIGHT’ study

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Sick genes, Sick individuals or

Sick populations with chronic

disease? An example from studying

diabetes & hypertension in African-

origin populations.

Kennedy Cruickshank

with J-C Mbanya, R Wilks, B Balkau,

N McF Anderson & T Forrester

Int J Epidemiol 2001; 30: 111-117

Page 19: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

What it’s all about is

regulation of gene expression

not the genome itself

Page 20: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Primary Hyperaldosteronism (Kaplan NM: In Kaplan’s Clinical Hypertension 2002)

= Conn’s syndrome

- 70% adrenal hyperplasia

- V. rarely adrenal carcinoma

- glucocorticoid suppressible aldosteronism (autosomal dominant)

• Low Prevalence (1-2% of unselected hypertensives)

30% caused by

adrenal adenoma

• Adenomata commoner in women (rare in children)

Page 21: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Adrenal enlargement

‘Normal’ adrenal ‘limbs’ <5mm Johnson et al

Page 22: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Frequency of aldosteronism in

hypertension:

4.8% Aldosterone Producing Adenoma

6.4% Idiopathic Hyperaldosteronism

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0

20

40

60

80

100

120

1955 1965 1975 1985 1995

Primary Aldosteronism -- Mayo Clinic

No. of New Cases/yr

Conn’s

syndrome

Spironolactone

discovered

ARR first used

Page 24: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Algorithm for diagnosis and management of PA

CT adrenals (fine

cuts)

Normal OR

Micronodule(s)<1cm

Mass >1cm

Adrenal

Vein

Sampling

Medical

treatmentUnilateral

adrenalectomy

*Suspicious of

adenomatous

PA?

No

lateralizationLateralization

BILATERAL

ADRENAL

HYPERPLASIA

UNILATERAL

PRIMARY

ALDOSTERONISM

Age >40

Age <40

*Clinical features which make adenomatous Primary Aldosteronism

more likely include: hypokalemia / severe hypertension / younger age

/high levels of aldosterone

Part 2-Establish subtype of PA

Page 25: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Morris Brown’s ‘breakthrough’

Page 26: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Variants of aldosterone-producing

adenomas: classical Conn’s may be

tip of the iceberg

.

Brown M J Hypertension. 2014;63:24-26

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Azizan E.. Brown MJ. APAs Nat Gen 2013

Page 28: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Azizan E.. Brown MJ. APAs Nat Gen 2013

Functional consequences of somatic mutants in Aldo-p Adenomas

Page 29: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Unusual ‘pure ZG’ Adenoma

Page 30: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Original CT

PET

Overlay

Coronal - PET

‘Searching for Adenomas…’

- Mr KA, 47y; Ghanaian-origin

(via Morris Brown)

Page 31: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Le profilage des stéroïdes d’urine

Courtesy of Dr Norman Taylor

Page 32: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)
Page 33: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Urinary steroids & Arterial stiffness

Courtesy of Dr Norman Taylor & Ms D Bobeica

r = 0.47,

P=0.02

N= 24

Page 34: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)

Summary

• Arterial function a genuine candidate

beyond high BP

• Think ‘life-course’ not just ‘adults’

• Gene variants not seriously implicated

for the great majority of HIGH BP

• Aldosteronism.. Moving forwards..?! –

- still not common but..

Page 35: hypertension needles, haystacks - Viapath7) Professor...Journal of Computational Physics. DOI: 10.1016/j.jcp.2012.09.016 Variation in Flow and Pressure across the ... Velocity (PWV)