Cardiovascular Risk Stratification in Diabetic Retinopathy via Atherosclerotic Pathway in COVID-19/non-COVID-19 Frameworks using Artificial Intelligence Paradigm: A Narrative Review

Diabetes is one of the main causes of the rising cases of blindness in adults. This microvascular complication of diabetes is termed diabetic retinopathy (DR) and is associated with an expanding risk of cardiovascular events in diabetes patients. DR, in its various forms, is seen to be a powerful indicator of atherosclerosis. Further, the macrovascular complication of diabetes leads to coronary artery disease (CAD). Thus, the timely identification of cardiovascular disease (CVD) complications in DR patients is of utmost importance. Since CAD risk assessment is expensive for lowincome countries, it is important to look for surrogate biomarkers for risk stratification of CVD in DR patients. Due to the common genetic makeup between the coronary and carotid arteries, lowcost, high-resolution imaging such as carotid B-mode ultrasound (US) can be used for arterial tissue characterization and risk stratification in DR patients. The advent of artificial intelligence (AI) techniques has facilitated the handling of large cohorts in a big data framework to identify atherosclerotic plaque features in arterial ultrasound. This enables timely CVD risk assessment and risk stratification of patients with DR. Thus, this review focuses on understanding the pathophysiology of DR, retinal and CAD imaging, the role of surrogate markers for CVD, and finally, the CVD risk stratification of DR patients. The review shows a step-by-step cyclic activity of how diabetes and atherosclerotic disease cause DR, leading to the worsening of CVD. We propose a solution to how AI can help in the identification of CVD risk. Lastly, we analyze the role of DR/CVD in the COVID-19 framework

Assessing the consequences of gestational diabetes mellitus on offspring's cardiovascular health: MySweetHeart Cohort study protocol, Switzerland.

Gestational diabetes mellitus (GDM) is a state of glucose intolerance with onset during pregnancy. GDM carries prenatal and perinatal risks as well as long-term risks for the mother and her child. GDM may be involved in the foetal programming of long-term cardiovascular health. However, evidence is sparse and the effect of GDM on cardiovascular health is unknown. To address these issues, we will conduct MySweetHeart Cohort study. The objectives are to assess the effect of GDM on offspring's cardiovascular health early in life by using surrogate markers of cardiovascular disease and atherosclerosis. This is a cohort study of 100 offspring of women with GDM and 100 offspring of women without GDM. At inclusion, a baseline assessment of the mothers will be conducted through means of self-report questionnaires, a researcher-administrated interview, blood pressure and anthropometric measurements, and a maternal blood sampling. Between the 30th and 34th weeks of gestation, a foetal echography will be performed to assess the foetal cardiac structure and function, the fetomaternal circulation and the hepatic volume. At birth, maternal and neonatal characteristics will be assessed. An echocardiography will be performed to assess cardiac structure and function 2-7 days after birth; carotid intima-media thickness will be also measured to assess vascular structure. MySweetHeart Cohort is linked to MySweetHeart Trial (clinicaltrials.gov/ct2/show/NCT02890693), a randomised controlled trial assessing the effect of a multidimensional interdisciplinary lifestyle and psychosocial intervention to improve the cardiometabolic and mental health of women with GDM and their offspring. A long-term follow-up of children is planned. Ethical approval has been obtained through the state Human Research Ethics Committee of the Canton de Vaud (study number 2016-00745). We aim to disseminate the findings through regional, national and international conferences and through peer-reviewed journals. ClinicalTrials.gov (clinicaltrials.gov/ct2/show/NCT02872974)

The determinants of intra-plaque neovascularisation: a study by contrast-enhanced carotid ultrasonography

Atherosclerosis is a chronic inflammatory disorder, initiated by arterial wall injury, mediated by well-recognised cardiovascular risk factors and culminating in formation of plaques, the patho-biological substrate that precedes events such as stroke and myocardial infarction. Intraplaque neovascularisation (IPN) is one of several defence mechanisms in response to atherosclerosis. With development of an atherosclerotic plaque within the intima, the distance between the deeper intimal layers and the luminal surface increases, producing hypoxia within the arterial wall. This stimulates release of pro-angiogenic factors that induces neoangiogenesis in an attempt to normalise oxygen tension. However, these neo-vessels are fragile, immature and leaky and thought to be the primary cause of intraplaque haemorrhage, now appreciated to be a key risk factor for plaque rupture. Therefore, the presence of IPN is now widely recognised as a precursor of the “vulnerable plaque”. Contrast-enhanced ultrasound (CEUS) is a non-invasive method of imaging carotid plaques and, as contrast bubbles travel wherever erythrocytes travel, they permit visualization of IPN. Prior research studies have demonstrated that CEUS can detect IPN with a high degree of accuracy (on comparison with histological plaque specimens) and have shown a relationship between extent of plaque neovessels and plaque echogenicity and between plaque neovascularization and prior cardiovascular events. However, CEUS is a relatively recently described imaging technique and there were a number of unanswered questions in this field, some of which formed the basis for study in this research Thesis. In this Thesis, research studies were conducted on human subjects using CEUS imaging to identify IPN and its determinants. The incidence and determinants of IPN in healthy asymptomatic individuals was unknown and was studied in subjects from the London Life Sciences Population (LOLIPOP) study, a large study exploring mechanisms for differences in cardiovascular disease (CVD) between South Asian and European White individuals. The study found that approximately half of all plaques contain IPN. The only variable associated with IPN presence in an adjusted analysis was Asian ethnicity. This finding potentially has significant implications as it may help explain, in part, the greater CVD burden observed in Asian populations. A study comparing visualization of the carotid tree during B-mode and CEUS imaging was also conducted. Both IMT visualization and plaque detection were significantly improved by CEUS, implying that CEUS is superior to B-mode imaging for detection of sub-clinical atherosclerosis. Radiotherapy (RT) damages arterial walls and promotes atherosclerosis. The carotid arteries frequently receive significant incidental doses of radiation during RT treatment of head and neck cancers. The effect of RT on plaque composition – specifically IPN – had not been studied and thus a collaborative cardio-oncological study was conducted to assess the effects of RT upon IPN in cancer survivors who had previously received RT. A significant association between RT and IPN was found which may provide insights into the mechanisms underlying the increased stroke risk amongst cancer survivors treated by RT. Finally, a collaboration with biophysicists was formed to develop and validate a novel algorithm for quantitative analysis of IPN. Patients clinically scheduled to undergo carotid endarterectomy were recruited and underwent CEUS imaging prior to surgery. This study did not achieve its principal aims due to challenges with patient recruitment, challenges in image quality and with the quantification software also. Future directions of study in this promising field have been addressed in the thesis summary.Open Acces

The use of subclinical vascular markers of atherosclerosis in youth

The foundations for cardiovascular disease (CVD) in adults are laid in childhood and accelerated by the presence of comorbid conditions. Early detection of manifestations of cardiovascular pathology is an important clinical objective to identify those at risk for subsequent cardiovascular morbidity and events, and to initiate behavioral and medical interventions to reduce risk. Children were once considered to be at low risk, but with the growing health concerns related to lifestyle, cardiovascular screening may be needed earlier. Several noninvasive procedures are available to assess the cumulative effect of these exposures. These include carotid ultrasound, flow-mediated dilation, pulse wave velocity and measures left ventricular mass. This dissertation analyzes the comorbid conditions that increase cardiovascular risk in youth, namely obesity and low physical fitness, using carotid intima-media thickness to objectively detect early manifestations of cardiovascular pathology. Until recently researchers have not used surrogate markers of subclinical atherosclerosis to examine the role of a single bout of exercise. Utilizing the acute exercise model can be advantageous as it allows for an efficient manipulation of exercise variables and permits greater experimental control of confounding variables. It is possible that the effects of a bout of exercise can predict the effects of chronic exercise. We analyze the physiological factors pertinent to arterial stiffness using arterial distensibility and pulse wave velocity in the context of acute exercise in children and adults. In some instances, those who amend their trajectory by not maintaining risk factors into adulthood experience reductions in subclinical markers to levels associated with never having had the risk factor. Though avoidance of risk factors in youth is ideal, there is still a window for intervention where long-lasting cardiovascular effects might be avoided. In this dissertation we present preliminary findings linking modifiable youth risk factors to subclinical markers of CVD in adulthood.As bases da doença cardiovascular (DCV) em adultos são estabelecidas na infância e aceleradas pela presença de comorbidades. A deteção precoce de manifestações da patologia cardiovascular é um objetivo clínico importante na identificação daqueles com risco de subsequente morbidade e eventos cardiovasculares, e no estabelecimento de intervenções comportamentais e médicas para reduzir o risco. As crianças já foram considerados de baixo risco, mas com as crescentes preocupações de saúde associadas ao estilo de vida, o rastreio cardiovascular é cada vez mais precoce. Vários procedimentos não invasivos estão disponíveis para avaliar o efeito cumulativo dessas exposições. Estes incluem ultrassom da artéria carótida, a dilatação fluxo-mediada, velocidade de onda de pulso e medidas da massa ventricular esquerda. Esta dissertação analisa comorbidades conhecidas que aumentam o risco cardiovascular em crianças e adolescentes, como a obesidade, pressão arterial elevada e baixa aptidão física, usando a espessura da parede intima-media da carótida para detetar objetivamente as manifestações precoces de patologia cardiovascular. Até recentemente, estes marcadores subclínicos de aterosclerose foram pouco utilizados para examinar os efeitos de uma única sessão de exercício físico. No entanto, a utilização do modelo de exercício agudo pode ser vantajoso, pois permite uma manipulação eficiente das variáveis do exercício e permite maior controle experimental de variáveis de enviezamento. É possível que os efeitos de uma sessão de exercício possam prever os efeitos do exercício crónico. Nesta dissertação analisamos os fatores fisiológicos associados à rigidez arterial usando a distensibilidade arterial e velocidade da onda de pulso no contexto de exercício agudo em crianças e adultos. Em alguns casos, aqueles que melhoram o seu perfil de risco de risco para as DCV até à idade adulta experienciam reduções em marcadores subclínicos de aterosclerose para níveis saudáveis. Embora a prevenção de fatores de risco na juventude seja o ideal, existe ainda uma janela para a intervenção em que os efeitos cardiovasculares de longa duração pode ser evitada. Nesta dissertação apresentamos resultados preliminares que ligam fatores de risco modificáveis na juventude com marcadores subclínicos de DCV na idade adulta

The role of vascular biomarkers for primary and secondary prevention. A position paper from the European Society of Cardiology Working Group on peripheral circulation

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Computer assisted analysis of contrast enhanced ultrasound images for quantification in vascular diseases

Contrast enhanced ultrasound (CEUS) with microbubble contrast agents has shown great potential in imaging microvasculature, quantifying perfusion and hence detecting vascular diseases. However, most existing perfusion quantification methods based on image intensity, and are susceptible to confounding factors such as attenuation artefacts. Improving reproducibility is also a key challenge to clinical translation. Therefore, this thesis aims at developing attenuation correction and quantification techniques in CEUS with applications for detection and quantification of microvascular flow / perfusion. Firstly, a technique for automatic correction of attenuation effects in vascular imaging was developed and validated on a tissue mimicking phantom. The application of this technique to studying contrast enhancement of carotid adventitial vasa vasorum as a biomarker of radiation-induced atherosclerosis was demonstrated. The results showed great potential in reducing attenuation artefact and improve quantification in CEUS of carotid arteries. Furthermore, contrast intensity was shown to significantly increase in irradiated carotid arteries and could be a useful imaging biomarker for radiation-induced atherosclerosis. Secondly, a robust and automated tool for quantification of microbubble identification in CEUS image sequences using a temporal and spatial analysis was developed and validated on a flow phantom. The application of this technique to evaluate human musculoskeletal microcirculation with contrast enhanced ultrasound was demonstrated. The results showed an excellent accuracy and repeatability in quantifying active vascular density. It has great potential for clinical translation in the assessment of lower limb perfusion. Finally, a new bubble activity identification and quantification technique based on differential intensity projection in CEUS was developed and demonstrated with an in-vivo study, and applied to the quantification of intraplaque neovascularisation in an irradiated carotid artery of patients who were previously treated for head and neck cancer. The results showed a significantly more specific identification of bubble signals and had good agreement between the differential intensity-based technique and clinical visual assessment. This technique has potential to assist clinicians to diagnose and monitor intraplque neovascularisation.Open Acces

Predictors of cardiovascular disease and mortality in patients with advanced chronic kidney disease

Cardiovascular disease is the leading cause of high mortality in advanced chronic kidney disease (CKD) patients. Treatment and prevention of cardiovascular disease should be in focus to improve prognosis in this high-risk population. The aim of the study was to assess cardiovascular determinants of mortality, to study the effect of diabetes on arterial endothelial function and structure, to evaluate exercise capacity and abdominal aortic calcification (AAC) in patients with advanced CKD, not on dialysis. 210 participants of the Chronic Arterial Disease, quality of life and mortality in chronic KIDney injury -study underwent maximal bicycle ergometry stress test, echocardiography, lateral lumbar radiograph to study AAC score, ultrasound measures of arterial structure and function, and laboratory measures. Determinants of mortality were stress ergometry performance, AAC score, E/e’ ratio of echocardiography, and cardiac biomarkers and albumin. Diabetes was a significant determinant of AAC but did not associate with endothelial dysfunction or increased carotid intima-media thickness. Maximal stress ergometry performance was associated with troponin T (TnT) and AAC. The progression of AAC was rapid and the increment rate was similar in patients transitioning to different modalities of renal replacement therapy. To conclude, stress ergometry performance, AAC, E/e’ of echocardiography, and cardiac biomarkers and albumin predict mortality, and diabetes is associated with AAC in advanced CKD. TnT and AAC are associated with maximal ergometry stress test and AAC progresses at a comparable rate across the CKD treatment groups.Sydän- ja verisuonitautien ja kuolleisuuden ennustekijät loppuvaiheen munuaisten vajaatoimintaa sairastavilla Loppuvaiheen munuaisten vajaatoimintapotilailla sydän- ja verisuonitaudit ovat johtava kuolleisuuden syy. Sydän- ja verisuonitautien hoito ja ennaltaehkäisy tulisi olla keskiössä tämän korkean riskin ryhmän ennusteen parantumiseksi. Tutkimuksessa arvioitiin kuolleisuuteen vaikuttavia sydän- ja verisuonitautitekijöitä, diabeteksen vaikutusta verisuonen sisäkalvon toimintaan ja suonirakenteeseen, suorituskykyä, sekä vatsa-aortan kalkkisuutta ei-dialyysihoitoisessa loppuvaiheen munuaisten vajaatoiminnassa. 210 potilasta osallistui Krooninen valtimotauti, elämänlaatu ja mortaliteetti vaikeaa munuaisten vajaatoimintaa sairastavilla -tutkimukseen. Tutkittaville tehtiin polkupyörärasituskoe, sydämen ultraäänitutkimus, lannerangan röntgenkuvaus aortan kalkkisuuden määrittämiseksi, verisuoniultraäänitutkimus verisuonen rakenteen ja toiminnan tutkimiseksi sekä otettiin laboratoriokokeet. Kuolleisuutta määrittivät suorituskyky, vatsa-aortan kalkkisuus, sydämen ultraäänitutkimuksen E/e’ suhde, sydänmerkkiaineet ja albumiini. Diabetes määritti vatsa-aortan kalkkisuutta merkittävästi, mutta ei ollut yhteydessä verisuonen laajenemiskykyyn eikä kaulavaltimon seinämäpaksuuteen. Maksimaalinen suorituskyky oli yhteydessä troponiini T:hen (TnT) ja vatsa-aortan kalkkisuuteen. Vatsaaortan kalkkisuus kehittyi nopeasti ja kehityksen suuruus oli sama eri keinomunuaishoitomuodoissa. Yhteenvetona todetaan, että suorituskyky, vatsa-aortan kalkkisuus, sydämen ultraäänitutkimuksen E/e’ suhde, sydänmerkkiaineet ja albumiini ennustavat kuolleisuutta, ja diabetes on yhteydessä vatsa-aortan kalkkisuuteen, mutta ei verisuonen laajenemiskykyyn tai sisäkalvopaksuuteen, loppuvaiheen munuaisten vajaatoiminnassa. TnT ja vatsa-aortan kalkkisuus ovat yhteydessä maksimaaliseen suorituskykyyn, ja vatsa-aortan kalkkisuus etenee samalla nopeudella eri munuaiskorvaushoitomuodoissa