Channel coding plays a vital role in telecommunication. Low-Density Parity- Check (LDPC) codes are linear error-correcting codes. According to the 3rd Generation Partnership Project (3GPP) TS 38.212, LDPC is recommended for the Fifth-generation (5G) New Radio (NR) shared channels due to its high throughput, low latency, low decoding complexity and rate compatibility. LDPC encoding chain has been defined in 3GPP TS 38.212, but some details of LDPC encoding chain are still required to be explored in the MATLAB environment. For example, how to deal with the filler bits for encoding and decoding. However, as the reverse process of LDPC encoding, there is no information on LDPC decoding process for 5G NR shared channels in 3GPP TS 38.212. In this thesis project, LDPC encoding and decoding chains were thoughtfully developed with MATLAB programming based on 3GPP TS 38.212. Several LDPC decoding algorithms were implemented and optimized. The performance of LDPC algorithms was evaluated using block error rate (BLER) v.s. signal to noise ratio (SNR) and CPU time. Results show that the double diagonal structure-based encoding method is an efficient LDPC encoding algorithm for 5G NR. Layered Sum Product Algorithm (LSPA) and Layered Min-Sum Algorithm (LMSA) are more efficient than Sum Product Algorithm (SPA) and Min-Sum Algorithm (MSA). Layered Normalized Min-Sum Algorithm (LNMSA) with proper normalization factor and Layered Offset Min-Sum Algorithm (LOMSA) with good offset factor can optimize LMSA. The performance of LNMSA and LOMSA decoding depends more on code rate than transport block. / Kanalkodning spelar en viktig roll i telekommunikation. Paritetskontrollkoder med låg densitet (LDPC) är linjära felkorrigeringskoder. Enligt tredje generationens partnerskapsprojekt (3GPP) TS 38.212, LDPC rekommenderas för den femte generationens (5G) nya radio (NR) delade kanal på grund av dess höga genomströmning, låga latens, låga avkodningskomplexitet och hastighetskompatibilitet. LDPC kodningskedjan har definierats i 3GPP TS 38.212, men vissa detaljer i LDPC kodningskedjan krävs fortfarande för att utforskas i Matlabmiljön. Till exempel hur man hanterar fyllnadsbitar för kodning och avkodning. Men som den omvända processen för LDPC kodning finns det ingen information om LDPC avkodningsprocessen för 5G NR delade kanaler på 3GPP TS 38.212. I detta avhandlingsprojekt utvecklades LDPC-kodning och avkodningskedjor enligt 3GPP TS 38.212. Flera LDPC-avkodningsalgoritmer implementerades och optimerades. Prestandan för LDPC-algoritmer utvärderades med användning av blockfelshalt (BLER) v.s. signal / brusförhållande (SNR) och CPU-tid. Resultaten visar att den dubbla diagonala strukturbaserade kodningsmetoden är en effektiv LDPC kodningsalgoritm för 5G NR. Layered Sum Product Algorithm (LSPA) och Layered Min-Sum Algorithm (LMSA) är effektivare än Sum Product Algorithm (SPA) och Min-Sum Algorithm (MSA). Layered Normalized Min-Sum Algorithm (LNMSA) med rätt normaliseringsfaktor och Layered Offset Min-Sum Algorithm (LOMSA) med bra offsetfaktor kan optimera LMSA. Prestandan för LNMSA- och LOMSA-avkodning beror mer på kodhastighet än transportblock.

[pt] Em muitos problemas de engenharia, e.g., no projeto de próteses biomédicas flexíveis ou em dispositivos de absorção de energia, estruturas sofrem grandes deslocamentos. Nestes casos, a não linearidade geométrica deve ser levada em conta na resposta estrutural. Contudo, algoritmos de otimização topológica considerando não linearidades, e modelados segundo o método de elementos finitos, sofrem instabilidades numéricas causadas por distorções excessivas nas regiões de baixa densidade dentro do domínio de projeto. Em particular, a matriz de rigidez pode não ser positiva definida comprometendo a convergência do processo de otimização. Esta dissertação visa estudar um esquema de interpolação entre as formulações lineares e não lineares de elementos finitos para aliviar tais distorções. Em cada etapa da otimização, para determinar a configuração de equilíbrio, o sistema de equações não-lineares é resolvido pelo procedimento de Newton-Raphson. Utilizando-se das informações dos gradientes calculadas através do método adjunto, o Método das Assíntotas Móveis é empregado para atualizar as variáveis de projeto. Por meio de problemas de referência considerando grandes deslocamentos, são demonstradas a eficácia e a eficiência deste esquema de interpolação. Mais especificamente, as topologias otimizadas estão de acordo com aquelas obtidas na literatura e exibem a dependência esperada em relação ao nível de carga. O esquema de interpolação em estudo desempenha papel crucial na solução de problemas não lineares em níveis elevados de carga, permitindo que a rotina de otimização convirja e se obtenha a distribuição de material ótima. / [en] In many engineering problems, e.g., design of flexible biomedical prostheses or energy absorption devices, structures undergo large displacements. In those problems, the structural response must take into account the geometric nonlinearity. However, topology optimization algorithms regarding nonlinearities, and based on the finite element method, typically suffer from numerical instabilities caused by excessive distortions of low-density regions within the design domain. In particular, the stiffness matrix may be no longer positive definite, which can jeopardize the convergence of the optimization process. This thesis aims to study an interpolation scheme between linear and nonlinear finite element formultation to alleviate this convergence issue. At each step of the optimization, the nonlinear state equation is solved by the Newton-Raphson procedure to determine the equilibrium configuration. Making use of the gradient information computed from the adjoint method, the Method of Moving Asymptotes is employed to update the design variables. Through several benchmark problems considering large displacements, it is demonstrated the effectiveness and efficiency of this interpolation scheme. More specifically, the optimized designs are in agreement with those obtained in the literature and exhibit correct load-level dependence. The investigated interpolation scheme plays a crucial role in the solution of nonlinear problems with high load levels, allowing the optimization routine to converge and to obtain the optimal material arrangement.

Contexte : La dysfonction du tissu adipeux blanc (TAB) favorise les facteurs de risque de diabète de type 2 (DbT2), c’est-à-dire la résistance à l’insuline (RI), l’hyper sécrétion d’insuline glucostimulée (SIGS), le délai de clairance des gras et les concentrations élevées d’apoBlipoprotéines (apoB plasmatique) incluant les lipoprotéines de faible densité (LDL). De récentes études de notre laboratoire et d’autres suggèrent que le niveau élevé d’apoB plasmatique (hyperapoB) est une cause et non seulement une conséquence de la dysfonction du TAB. De plus, une internalisation augmentée d’apoB-lipoprotéines via les récepteurs tels que le récepteur aux LDLs (LDLR) et le cluster de différenciation 36 (CD36), favorise le risque de DbT2. Cependant, les mécanismes sous-jacents de même que les interventions nutritionnelles pour les cibler demeurent incertains. L'activation de la voie de l’inflammasome NLRP3/ interleukine (IL) -1β favorise la dysfonction du TAB et les facteurs de risque de DbT2 et est activée par les LDLs oxydées dans les cellules immunitaires. L'acide eicosapentaénoïque (AEP) et l'acide docosahexaénoïque (ADH) réduisent l'hyperapoB, l'activité de l’inflammasome NLRP3 dans les cellules immunitaires et les facteurs de risque de DbT2 chez l’humain. Ils sont synthétisés de façon endogène par l’entremise des désaturases d’acides gras δ-5 (D5D) et δ-6 (D6D). Chez l’humain, de faibles niveaux d’AEP et d’ADH circulants et d’activité de la D5D et une activité élevée de la D6D prédisent l'incidence de DbT2 et la RI par des mécanismes inconnus. Objectifs : L'hypothèse de ma thèse est que l'AEP et l’ADH améliorent les facteurs de risque de DbT2, soit la dysfonction du TAB, le délai de clairance des gras, la RI et l’hyper SIGS, ceci via une baisse de l'apoB plasmatique et de l’activité de l’inflammasome NLRP3 dans le TAB. Les objectifs sont d'examiner si: 1) les associations entre les activités de la D5D et de la D6D et les facteurs de risque de DbT2 dépendent de l'apoB plasmatique; 2) la supplémentation en AEP+ADH réduit l'apoB plasmatique, l'expression du LDLR et du CD36 dans le TAB, l'activité de l’inflammasome NLRP3 dans le TAB et les facteurs de risque de DbT2; 3) l’AEP+ADH inhibe la sécrétion d'IL-1β par le TAB humain stimulée par des signaux canoniques ou les LDLs natives. Méthodes: Des hommes et des femmes postménopausées normoglycémiques ont été testés à l’état basal et après une supplémentation en AEP (1,8 g/jour) et ADH (0,9 g/jour) de 12 semaines. Les activités de la D5D et de la D6D ont été estimées à partir des acides gras produits/précurseurs dans les phospholipides plasmatiques. Nous avons mesuré la SIGS, la RI et le disposition index lors d’un clamp Botnia. Après un repas à 66% de gras, le délai de clairance des gras a été mesuré par l’aire sous la courbe (sur 6 h) des triglycérides (TG) ou de l’apoB48 (chylomicrons) plasmatiques. Ex vivo dans une biopsie de TAB, nous avons mesuré l'expression de surface du LDLR et du CD36 par immunohistochimie, l'ARNm de NLRP3 et IL1B par RT-qPCR et la sécrétion d'IL-1β par alpha-LISA en l’absence ou en présence d’une stimulation par le lipopolysaccharide (LPS), l'adénosine triphosphate (ATP) et/ou les LDLs humaines natives et lors d’une co-incubation avec l’AEP+ADH. Résultats: À l’état basal (N=98), l'activité de la D5D corrélait négativement avec l'apoB plasmatique, la 2e phase de SIGS, la RI et le délai de clairance des chylomicrons et ces associations étaient dépendantes de l'apoB plasmatique. Inversement, l'activité de la D6D corrélait positivement avec la SIGS, la RI et le délai de clairance des chylomicrons indépendamment de l'apoB plasmatique. Chez les sujets ayant complété la supplémentation en AEP+ADH (N=30), on notait une amélioration de la 1e phase de SIGS, du disposition index et de la clairance des TGs. Des niveaux initiaux plus élevés d'apoB plasmatique, de TGs postprandiaux plasmatiques et de RI, et dans le TAB d'expression du LDLR et du CD36, de sécrétion d’IL-1β et d'ARNm de NLRP3 prédisaient une plus grande réduction de ces paramètres. En comparaison à l'acide palmitique, l’AEP+ADH inhibait la sécrétion d'IL-1β par le TAB, en l’abscence ou en présence d’une stimulation par le LPS, l'ATP et/ou les LDLs natives de ces sujets. Conclusion: Les associations inverses entre l'activité de la D5D avec les facteurs de risque de DbT2 sont dépendantes de l'apoB plasmatique. Les meilleurs répondants à la supplémentation en AEP et ADH, en termes de réduction d'apoB plasmatique, d’expression du LDLR et du CD36 dans le TAB, d'activité de l’inflammasome NLRP3 dans le TAB, de TGs postprandiaux et de RI, sont les sujets avec des niveaux initiaux élevés de ces paramètres. L’AEP et l’ADH inhibent directement la sécrétion d'IL-1β par le TAB humain induite par les LDLs natives ou d'autres signaux. Nous proposons que la supplémentation en AEP et ADH puisse cibler l'activité de l’inflammasome NLRP3 dans le TAB, induite par un niveau élevé d’apoB-lipoprotéines plasmatiques ou internalisées par les récepteurs, et ainsi aider à prévenir le DbT2. / Background: White adipose tissue (WAT) dysfunction promotes risk factors for type 2 diabetes (T2D), namely insulin resistance (IR), high glucose-stimulated insulin secretion (GIIS), delayed fat clearance and high concentrations of apoB-lipoproteins (measured as plasma apoB) including low density lipoproteins (LDL). Recent studies from our lab and others suggest that high plasma apoB (hyperapoB) is a cause and not only a consequence of WAT dysfunction. Moreover, upregulated receptor-mediated uptake of apoB-lipoproteins via LDL receptor (LDLR) and cluster of differentiation 36 (CD36), promotes the risk for T2D. However, underlying mechanisms as well as nutritional interventions to target them remain unclear. Activation of the NLRP3 inflammasome/interleukin (IL)-1β pathway promotes WAT dysfunction and risk factors for T2D and is activated by oxidized LDLs in immune cells. Eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) reduce hyperapoB, NLRP3 inflammasome activity in immune cells and risk factors for T2D in humans. They are synthesized endogenously through δ-5 (D5D) and δ-6 (D6D) fatty desaturases. In humans, low levels of circulating EPA and DHA and D5D activity and high D6D activity predict the incidence of T2D and IR by unknown mechanisms. Objectives: The hypothesis of my thesis is that EPA and DHA improve T2D risk factors, namely WAT dysfunction, delayed fat clearance, IR and high GIIS, this via a reduction of plasma apoB and WAT NLRP3 inflammasome activity. The objectives are to examine whether: 1) the associations between the levels of D5D and D6D activities and the risk factors for T2D are dependent on plasma apoB; 2) supplementation with EPA+DHA reduces plasma apoB, WAT LDLR and CD36 expression, WAT NLRP3 inflammasome activity and T2D risk factors; 3) EPA+DHA directly inhibits IL-1β secretion from human WAT stimulated by canonical signals or native LDLs. Methods: Normoglycemic men and postmenopausal women were tested at baseline and after supplementation with EPA (1.8 g/day) and DHA (0.9 g/day) for 12 weeks. The activities of D5D and D6D were estimated from the product/precursor fatty acids in plasma phospholipids. We measured GIIS, IR and disposition index by a Botnia clamp. Following a 66% fat meal, delayed fat clearance was measured as the area under the curve (over 6 h) of plasma triglycerides (TG) or apoB48 (chylomicrons). Ex vivo in a WAT biopsy, we measured LDLR and CD36 surface expression by immunohistochemistry, NLRP3 and IL1B mRNA by RT-qPCR, and IL-1β secretion by alpha-LISA either unstimulated or stimulated by lipopolysaccharide (LPS), adenosine triphosphate (ATP), and/or native human LDLs, and during co-incubation with EPA+DHA. Results: At baseline (N=98), D5D activity correlated negatively with plasma apoB, 2nd phase GIIS, IR and delayed chylomicron clearance and these associations were dependent on plasma apoB. Conversely, D6D activity correlated positively with GIIS, IR, and delayed chylomicron clearance independently of plasma apoB. In subjects who completed the EPA+DHA supplementation (N=30), there was an amelioration in 1st phase GIIS, disposition index and TG clearance. Higher baseline levels of plasma apoB, plasma postprandial TGs, IR, WAT LDLR and CD36 surface expression, WAT IL-1β secretion and WAT NLRP3 mRNA predicted a greater reduction of these parameters. In comparison with palmitic acid, EPA+DHA inhibited IL-1β secretion from WAT, either unstimulated or stimulated by LPS, ATP and/or subjects’ native LDLs. Conclusion: The negative associations of D5D activity with risk factors for T2D are dependent on plasma apoB. Best responders to EPA and DHA supplementation to reduce plasma apoB, WAT LDLR and CD36 expression, WAT NLRP3 inflammasome activity, delayed TG clearance, and IR are subjects with elevated baseline levels of these parameters. EPA and DHA directly inhibit IL-1β secretion from human WAT induced by native LDLs or other signals. We propose that EPA and DHA supplementation may target upregulated WAT NLRP3 inflammasome activity induced by high plasma concentrations, or receptor-mediated uptake, of apoB-lipoproteins, and thus help prevent T2D.

This study explores the utilisation of spatial technologies as a tool to analyse and combat crime. The study deals specifically with remote sensing and its potential for being integrated with geographical information systems (GIS). The integrated spatial approach resulted in the understanding of land use class behaviour over time and its relationship to specific crime incidents per police precinct area. The incorporation of spatial technologies to test criminological theories in practice, such as the ecological theories of criminology, provides the science with strategic value. It proves the value of combining multi-disciplinary scientific fields to create a more advanced platform to understand land use behaviour and its relationship to crime. Crime in South Africa is a serious concern and it impacts negatively on so many lives. The fear of crime, the loss of life, the socio-economic impact of crime, etc. create the impression that the battle against crime has been lost. The limited knowledge base within the law enforcement agencies, limited logistical resources and low retention rate of critical staff all contribute to making the reduction of crime more difficult to achieve. A practical procedure of using remote sensing technology integrated with geographical information systems (GIS), overlaid with geo-coded crime data to provide a spatial technological basis to analyse and combat crime, is illustrated by a practical study of the Tshwane municipality area. The methodology applied in this study required multi-skilled resources incorporating GIS and the understanding of crime to integrate the diverse scientific fields into a consolidated process that can contribute to the combating of crime in general. The existence of informal settlement areas in South Africa stresses the socio-economic problems that need to be addressed as there is a clear correlation of land use data with serious crime incidents in these areas. The fact that no formal cadastre exists for these areas, combined with a great diversity in densification and growth of the periphery, makes analysis very difficult without remote sensing imagery. Revisits over time to assess changes in these areas in order to adapt policing strategies will create an improved information layer for responding to crime. Final computerised maps generated from remote sensing and GIS layers are not the only information that can be used to prevent and combat crime. An important recipe for ultimately successfully managing and controlling crime in South Africa is to strategically combine training of the law enforcement agencies in the use of spatial information with police science. The researcher concludes with the hope that this study will contribute to the improved utilisation of spatial technology to analyse and combat crime in South Africa. The ultimate vision is the expansion of the science of criminology by adding an advanced spatial technology module to its curriculum. / Criminology / D.Litt. et Phil. (Criminology)

This study explores the utilisation of spatial technologies as a tool to analyse and combat crime. The study deals specifically with remote sensing and its potential for being integrated with geographical information systems (GIS). The integrated spatial approach resulted in the understanding of land use class behaviour over time and its relationship to specific crime incidents per police precinct area. The incorporation of spatial technologies to test criminological theories in practice, such as the ecological theories of criminology, provides the science with strategic value. It proves the value of combining multi-disciplinary scientific fields to create a more advanced platform to understand land use behaviour and its relationship to crime. Crime in South Africa is a serious concern and it impacts negatively on so many lives. The fear of crime, the loss of life, the socio-economic impact of crime, etc. create the impression that the battle against crime has been lost. The limited knowledge base within the law enforcement agencies, limited logistical resources and low retention rate of critical staff all contribute to making the reduction of crime more difficult to achieve. A practical procedure of using remote sensing technology integrated with geographical information systems (GIS), overlaid with geo-coded crime data to provide a spatial technological basis to analyse and combat crime, is illustrated by a practical study of the Tshwane municipality area. The methodology applied in this study required multi-skilled resources incorporating GIS and the understanding of crime to integrate the diverse scientific fields into a consolidated process that can contribute to the combating of crime in general. The existence of informal settlement areas in South Africa stresses the socio-economic problems that need to be addressed as there is a clear correlation of land use data with serious crime incidents in these areas. The fact that no formal cadastre exists for these areas, combined with a great diversity in densification and growth of the periphery, makes analysis very difficult without remote sensing imagery. Revisits over time to assess changes in these areas in order to adapt policing strategies will create an improved information layer for responding to crime. Final computerised maps generated from remote sensing and GIS layers are not the only information that can be used to prevent and combat crime. An important recipe for ultimately successfully managing and controlling crime in South Africa is to strategically combine training of the law enforcement agencies in the use of spatial information with police science. The researcher concludes with the hope that this study will contribute to the improved utilisation of spatial technology to analyse and combat crime in South Africa. The ultimate vision is the expansion of the science of criminology by adding an advanced spatial technology module to its curriculum. / Criminology and Security Science / D.Litt. et Phil. (Criminology)

The thesis examines the relationship of birthweight to risk factors and markers, such as proteinuria and glomerular filtration rate, for chronic disease in postnatal life. It made use of the Australian Diabetes, Obesity and Lifestyle Study (AusDiab). The AusDiab study is a cross sectional study where baseline data on 11,247 participants were collected in 1999-2000. Participants were recruited from a stratified sample of Australians aged ≥ 25 years, residing in 42 randomly selected urban and non-urban areas (Census Collector Districts) of the six states of Australia and the Northern Territory. The AusDiab study collected an enormous amount of clinical and laboratory data. During the 2004-05 follow-up AusDiab survey, questions about birthweight were included. Participants were asked to state their birthweight, the likely accuracy of the stated birthweight and the source of their stated birthweight. Four hundred and twelve chronic kidney disease (CKD) patients were approached, and 339 agreed to participate in the study. The patients completed the same questionnaire. Medical records were reviewed to check the diagnoses, causes of kidney trouble and SCr levels. Two control subjects, matched for gender and age, were selected for each CKD patient from participants in the AusDiab study who reported their birthweight. Among 7,157 AusDiab participants who responded to the questionnaire, 4,502 reported their birthweights, with a mean (standard deviation) of 3.4 (0.7) kg. The benefit and disadvantages of these data are discussed in chapter three. The data were analysed for the relationship between birthweight and adult body size and composition, disorders of glucose regulation, blood pressure, lipid abnormalities, cardiovascular diseases and glomerular filtration rate. Low birthweight was associated with smaller body build and lower lean mass and total body water in both females and males. In addition low birthweight was associated with central obesity and higher body fat percentage in females, even after taking into account current physical activity and socioeconomic status. Fasting plasma glucose, post load glucose and glycosylated haemoglobin were strongly and inversely correlated with birthweight. In those with low birthweight (< 2.5 kg), the risks for having impaired fasting glucose, impaired glucose tolerance, diabetes and all abnormalities combined were increased by 1.75, 2.22, 2.76 and 2.28 for females and by 1.40, 1.32, 1.98 and 1.49 for males compared to those with normal birthweight (≥ 2.5 kg), respectively. Low birthweight individuals were at higher risk for having high blood pressure ≥ 140/90 mmHg and ≥ 130/85 mmHg compared to those with normal birthweight. People with low birthweight showed a trend towards increased risk for high cholesterol (≥ 5.5 mmol/l) compared to those of normal birthweight. Females with low birthweight had increased risk for high low density lipoprotein cholesterol (≥ 3.5 mmol/l) and triglyceride levels (≥ 1.7 mmol/l) when compared to those with normal birthweight. Males with low birthweight exhibited increased risk for low levels of high density lipoprotein cholesterol (<0.9 mmol/l) than those with normal birthweight. Females with low birthweight were at least 1.39, 1.40, 2.30 and 1.47 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases respectively, compared to those ≥ 2.5 kg. Similarly, males with low birthweight were 1.76, 1.48, 3.34 and 1.70 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases compared to those ≥ 2.5 kg, respectively. The estimated glomerular filtration rate was strongly and positively associated with birthweight, with a predicted increase of 2.6 ml/min (CI 2.1, 3.2) and 3.8 (3.0, 4.5) for each kg of birthweight for females and males, respectively. The odd ratio (95% confidence interval) for low glomerular filtration rate (<61.0 ml/min for female and < 87.4 male) in people of low birthweight compared with those of normal birthweight was 2.04 (1.45, 2.88) for female and 3.4 (2.11, 5.36) for male. One hundred and eighty-nineCKD patients reported their birthweight; 106 were male. Their age was 60.3(15) years. Their birthweight was 3.27 (0.62) kg, vs 3.46 (0.6) kg for their AusDiab controls, p<0.001 and the proportions with birthweight<2.5 kg were 12.17% and 4.44%, p<0.001. Among CKD patients, 22.8%, 21.7%, 18% and 37.6% were in CKD stages 2, 3, 4 and 5 respectively. Birthweights by CKD stage and their AusDiab controls were as follows: 3.38 (0.52) vs 3.49 (0.52), p=0.251 for CKD2; 3.28 (0.54) vs 3.44 (0.54), p=0.121 for CKD3; 3.19 (0.72) vs 3.43 (0.56), p= 0.112 for CKD4 and 3.09 (0.65) vs 3.47 (0.67), p<0.001 for CKD5. The results demonstrate that in an affluent Western country with a good adult health profile, low birthweight people were predisposed to higher rates of glycaemic dysregulation, high blood pressure, dyslipidaemia, cardiovascular diseases and lower glomerular filtration rate in adult life. In all instances it would be prudent to adopt policies of intensified whole of life surveillance of lower birthweight people, anticipating this risk. The general public awareness of the effect of low birthweight on development of chronic diseases in later life is of vital importance. The general public, in addition to the awareness of people in medical practice of the role of low birthweight, will lead to a better management of this group of our population that is increasingly surviving into adulthood.

The thesis examines the relationship of birthweight to risk factors and markers, such as proteinuria and glomerular filtration rate, for chronic disease in postnatal life. It made use of the Australian Diabetes, Obesity and Lifestyle Study (AusDiab). The AusDiab study is a cross sectional study where baseline data on 11,247 participants were collected in 1999-2000. Participants were recruited from a stratified sample of Australians aged ≥ 25 years, residing in 42 randomly selected urban and non-urban areas (Census Collector Districts) of the six states of Australia and the Northern Territory. The AusDiab study collected an enormous amount of clinical and laboratory data. During the 2004-05 follow-up AusDiab survey, questions about birthweight were included. Participants were asked to state their birthweight, the likely accuracy of the stated birthweight and the source of their stated birthweight. Four hundred and twelve chronic kidney disease (CKD) patients were approached, and 339 agreed to participate in the study. The patients completed the same questionnaire. Medical records were reviewed to check the diagnoses, causes of kidney trouble and SCr levels. Two control subjects, matched for gender and age, were selected for each CKD patient from participants in the AusDiab study who reported their birthweight. Among 7,157 AusDiab participants who responded to the questionnaire, 4,502 reported their birthweights, with a mean (standard deviation) of 3.4 (0.7) kg. The benefit and disadvantages of these data are discussed in chapter three. The data were analysed for the relationship between birthweight and adult body size and composition, disorders of glucose regulation, blood pressure, lipid abnormalities, cardiovascular diseases and glomerular filtration rate. Low birthweight was associated with smaller body build and lower lean mass and total body water in both females and males. In addition low birthweight was associated with central obesity and higher body fat percentage in females, even after taking into account current physical activity and socioeconomic status. Fasting plasma glucose, post load glucose and glycosylated haemoglobin were strongly and inversely correlated with birthweight. In those with low birthweight (< 2.5 kg), the risks for having impaired fasting glucose, impaired glucose tolerance, diabetes and all abnormalities combined were increased by 1.75, 2.22, 2.76 and 2.28 for females and by 1.40, 1.32, 1.98 and 1.49 for males compared to those with normal birthweight (≥ 2.5 kg), respectively. Low birthweight individuals were at higher risk for having high blood pressure ≥ 140/90 mmHg and ≥ 130/85 mmHg compared to those with normal birthweight. People with low birthweight showed a trend towards increased risk for high cholesterol (≥ 5.5 mmol/l) compared to those of normal birthweight. Females with low birthweight had increased risk for high low density lipoprotein cholesterol (≥ 3.5 mmol/l) and triglyceride levels (≥ 1.7 mmol/l) when compared to those with normal birthweight. Males with low birthweight exhibited increased risk for low levels of high density lipoprotein cholesterol (<0.9 mmol/l) than those with normal birthweight. Females with low birthweight were at least 1.39, 1.40, 2.30 and 1.47 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases respectively, compared to those ≥ 2.5 kg. Similarly, males with low birthweight were 1.76, 1.48, 3.34 and 1.70 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases compared to those ≥ 2.5 kg, respectively. The estimated glomerular filtration rate was strongly and positively associated with birthweight, with a predicted increase of 2.6 ml/min (CI 2.1, 3.2) and 3.8 (3.0, 4.5) for each kg of birthweight for females and males, respectively. The odd ratio (95% confidence interval) for low glomerular filtration rate (<61.0 ml/min for female and < 87.4 male) in people of low birthweight compared with those of normal birthweight was 2.04 (1.45, 2.88) for female and 3.4 (2.11, 5.36) for male. One hundred and eighty-nineCKD patients reported their birthweight; 106 were male. Their age was 60.3(15) years. Their birthweight was 3.27 (0.62) kg, vs 3.46 (0.6) kg for their AusDiab controls, p<0.001 and the proportions with birthweight<2.5 kg were 12.17% and 4.44%, p<0.001. Among CKD patients, 22.8%, 21.7%, 18% and 37.6% were in CKD stages 2, 3, 4 and 5 respectively. Birthweights by CKD stage and their AusDiab controls were as follows: 3.38 (0.52) vs 3.49 (0.52), p=0.251 for CKD2; 3.28 (0.54) vs 3.44 (0.54), p=0.121 for CKD3; 3.19 (0.72) vs 3.43 (0.56), p= 0.112 for CKD4 and 3.09 (0.65) vs 3.47 (0.67), p<0.001 for CKD5. The results demonstrate that in an affluent Western country with a good adult health profile, low birthweight people were predisposed to higher rates of glycaemic dysregulation, high blood pressure, dyslipidaemia, cardiovascular diseases and lower glomerular filtration rate in adult life. In all instances it would be prudent to adopt policies of intensified whole of life surveillance of lower birthweight people, anticipating this risk. The general public awareness of the effect of low birthweight on development of chronic diseases in later life is of vital importance. The general public, in addition to the awareness of people in medical practice of the role of low birthweight, will lead to a better management of this group of our population that is increasingly surviving into adulthood.

The thesis examines the relationship of birthweight to risk factors and markers, such as proteinuria and glomerular filtration rate, for chronic disease in postnatal life. It made use of the Australian Diabetes, Obesity and Lifestyle Study (AusDiab). The AusDiab study is a cross sectional study where baseline data on 11,247 participants were collected in 1999-2000. Participants were recruited from a stratified sample of Australians aged ≥ 25 years, residing in 42 randomly selected urban and non-urban areas (Census Collector Districts) of the six states of Australia and the Northern Territory. The AusDiab study collected an enormous amount of clinical and laboratory data. During the 2004-05 follow-up AusDiab survey, questions about birthweight were included. Participants were asked to state their birthweight, the likely accuracy of the stated birthweight and the source of their stated birthweight. Four hundred and twelve chronic kidney disease (CKD) patients were approached, and 339 agreed to participate in the study. The patients completed the same questionnaire. Medical records were reviewed to check the diagnoses, causes of kidney trouble and SCr levels. Two control subjects, matched for gender and age, were selected for each CKD patient from participants in the AusDiab study who reported their birthweight. Among 7,157 AusDiab participants who responded to the questionnaire, 4,502 reported their birthweights, with a mean (standard deviation) of 3.4 (0.7) kg. The benefit and disadvantages of these data are discussed in chapter three. The data were analysed for the relationship between birthweight and adult body size and composition, disorders of glucose regulation, blood pressure, lipid abnormalities, cardiovascular diseases and glomerular filtration rate. Low birthweight was associated with smaller body build and lower lean mass and total body water in both females and males. In addition low birthweight was associated with central obesity and higher body fat percentage in females, even after taking into account current physical activity and socioeconomic status. Fasting plasma glucose, post load glucose and glycosylated haemoglobin were strongly and inversely correlated with birthweight. In those with low birthweight (< 2.5 kg), the risks for having impaired fasting glucose, impaired glucose tolerance, diabetes and all abnormalities combined were increased by 1.75, 2.22, 2.76 and 2.28 for females and by 1.40, 1.32, 1.98 and 1.49 for males compared to those with normal birthweight (≥ 2.5 kg), respectively. Low birthweight individuals were at higher risk for having high blood pressure ≥ 140/90 mmHg and ≥ 130/85 mmHg compared to those with normal birthweight. People with low birthweight showed a trend towards increased risk for high cholesterol (≥ 5.5 mmol/l) compared to those of normal birthweight. Females with low birthweight had increased risk for high low density lipoprotein cholesterol (≥ 3.5 mmol/l) and triglyceride levels (≥ 1.7 mmol/l) when compared to those with normal birthweight. Males with low birthweight exhibited increased risk for low levels of high density lipoprotein cholesterol (<0.9 mmol/l) than those with normal birthweight. Females with low birthweight were at least 1.39, 1.40, 2.30 and 1.47 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases respectively, compared to those ≥ 2.5 kg. Similarly, males with low birthweight were 1.76, 1.48, 3.34 and 1.70 times more likely to have angina, coronary artery disease, stroke and overall cardiovascular diseases compared to those ≥ 2.5 kg, respectively. The estimated glomerular filtration rate was strongly and positively associated with birthweight, with a predicted increase of 2.6 ml/min (CI 2.1, 3.2) and 3.8 (3.0, 4.5) for each kg of birthweight for females and males, respectively. The odd ratio (95% confidence interval) for low glomerular filtration rate (<61.0 ml/min for female and < 87.4 male) in people of low birthweight compared with those of normal birthweight was 2.04 (1.45, 2.88) for female and 3.4 (2.11, 5.36) for male. One hundred and eighty-nineCKD patients reported their birthweight; 106 were male. Their age was 60.3(15) years. Their birthweight was 3.27 (0.62) kg, vs 3.46 (0.6) kg for their AusDiab controls, p<0.001 and the proportions with birthweight<2.5 kg were 12.17% and 4.44%, p<0.001. Among CKD patients, 22.8%, 21.7%, 18% and 37.6% were in CKD stages 2, 3, 4 and 5 respectively. Birthweights by CKD stage and their AusDiab controls were as follows: 3.38 (0.52) vs 3.49 (0.52), p=0.251 for CKD2; 3.28 (0.54) vs 3.44 (0.54), p=0.121 for CKD3; 3.19 (0.72) vs 3.43 (0.56), p= 0.112 for CKD4 and 3.09 (0.65) vs 3.47 (0.67), p<0.001 for CKD5. The results demonstrate that in an affluent Western country with a good adult health profile, low birthweight people were predisposed to higher rates of glycaemic dysregulation, high blood pressure, dyslipidaemia, cardiovascular diseases and lower glomerular filtration rate in adult life. In all instances it would be prudent to adopt policies of intensified whole of life surveillance of lower birthweight people, anticipating this risk. The general public awareness of the effect of low birthweight on development of chronic diseases in later life is of vital importance. The general public, in addition to the awareness of people in medical practice of the role of low birthweight, will lead to a better management of this group of our population that is increasingly surviving into adulthood.