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Dive into the research topics where Suguna Badiga is active.

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Featured researches published by Suguna Badiga.


Nutrition | 2011

A higher degree of LINE-1 methylation in peripheral blood mononuclear cells, a one-carbon nutrient related epigenetic alteration, is associated with a lower risk of developing cervical intraepithelial neoplasia.

Chandrika J. Piyathilake; Maurizio Macaluso; Ronald D. Alvarez; Min Chen; Suguna Badiga; Nuzhat R. Siddiqui; Jeffrey C. Edberg; Edward E. Partridge; Gary L. Johanning

OBJECTIVEnThe objective of the study was to evaluate LINE-1 methylation as an intermediate biomarker for the effect of folate and vitamin B12 on the occurrence of higher grades of cervical intraepithelial neoplasia (CIN ≥ 2).nnnMETHODSnThis study included 376 women who tested positive for high-risk human papillomaviruses and were diagnosed with CIN ≥ 2 (cases) or CIN ≤ 1 (non-cases). CIN ≥ 2 (yes/no) was the dependent variable in logistic regression models that specified the degree of LINE-1 methylation of peripheral blood mononuclear cells (PBMCs) and of exfoliated cervical cells (CCs) as the independent predictors of primary interest. In analyses restricted to non-cases, PBMC LINE-1 methylation (≥ 70% versus <70%) and CC LINE-1 methylation (≥ 54% versus <54%) were the dependent variables in logistic regression models that specified the circulating concentrations of folate and vitamin B12 as the primary independent predictors.nnnRESULTSnWomen in the highest tertile of PBMC LINE-1 methylation had 56% lower odds of being diagnosed with CIN ≥ 2 (odds ratio 0.44, 95% confidence interval 0.24-0.83, P = 0.011), whereas there was no significant association between degree of CC LINE-1 methylation and CIN ≥ 2 (odds ratio 0.86, 95% confidence interval 0.51-1.46, P = 0.578). Among non-cases, women with supraphysiologic concentrations of folate (>19.8 ng/mL) and sufficient concentrations of plasma vitamin B12 (≥ 200.6 ng/mL) were significantly more likely to have highly methylated PBMCs compared with women with lower folate and lower vitamin B12 (odds ratio 3.92, 95% confidence interval 1.06-14.52, P = 0.041). None of the variables including folate and vitamin B12 were significantly associated with CC LINE-1 methylation.nnnCONCLUSIONnThese results suggest that a higher degree of LINE-1 methylation in PBMCs, a one-carbon nutrient-related epigenetic alteration, is associated with a lower risk of developing CIN.


Cancer | 2011

A higher degree of methylation of the HPV 16 E6 gene is associated with a lower likelihood of being diagnosed with cervical intraepithelial neoplasia

Chandrika J. Piyathilake; Maurizio Macaluso; Ronald D. Alvarez; Min Chen; Suguna Badiga; Jeffrey C. Edberg; Edward E. Partridge; Gary L. Johanning

Although HPV 16 is the most common HPV genotype associated with cancerous lesions of the cervix, only a fraction of HPV 16 infected women are diagnosed with precancerous lesions of the cervix. Therefore, molecular changes in HPV 16, rather than infections per se, may serve as better screening or diagnostic biomarkers. The purpose of the study was to evaluate whether methylation status of specific regions of the HPV E6 gene promoter and enhancer is independently associated with the likelihood of being diagnosed with higher grades of cervical intraepithelial neoplasia (CIN 2+).


PLOS ONE | 2013

A Lower Degree of PBMC L1 Methylation Is Associated with Excess Body Weight and Higher HOMA-IR in the Presence of Lower Concentrations of Plasma Folate

Chandrika J. Piyathilake; Suguna Badiga; Ronald D. Alvarez; Edward E. Partridge; Gary L. Johanning

Background Identification of associations between global DNA methylation and excess body weight (EBW) and related diseases and their modifying factors are an unmet research need that may lead to decreasing DNA methylation-associated disease risks in humans. The purpose of the current study was to evaluate the following; 1) Association between the degree of peripheral blood mononuclear cell (PBMC) L1 methylation and folate, and indicators of EBW, 2) Association between the degree of PBMC L1 methylation and folate, and insulin resistance (IR) as indicated by a higher homeostasis model assessment (HOMA-IR). Methods The study population consisted of 470 child-bearing age women diagnosed with abnormal pap. The degree of PBMC L1 methylation was assessed by pyrosequencing. Logistic regression models specified indicators of EBW (body mass index–BMI, body fat–BF and waist circumference–WC) or HOMA-IR as dependent variables and the degree of PBMC L1 methylation and circulating concentrations of folate as the independent predictor of primary interest. Results Women with a lower degree of PBMC L1 methylation and lower plasma folate concentrations were significantly more likely to have higher BMI, % BF or WC (ORu200a=u200a2.49, 95% CI:1.41–4.47, Pu200a=u200a0.002; ORu200a=u200a2.49, 95% CI:1.40–4.51, Pu200a=u200a0.002 and ORu200a=u200a1.98, 95% u200a=u200a1.14–3.48 Pu200a=u200a0.0145, respectively) and higher HOMA-IR (ORu200a=u200a1.78, 95% CI:1.02–3.13, Pu200a=u200a0.041). Conclusion Our results demonstrated that a lower degree of PBMC L1 methylation is associated with excess body weight and higher HOMA-IR, especially in the presence of lower concentrations of plasma folate.


International Journal of Women's Health | 2010

Indian women with higher serum concentrations of folate and vitamin B12 are significantly less likely to be infected with carcinogenic or high-risk (HR) types of human papillomaviruses (HPVs).

Chandrika J. Piyathilake; Suguna Badiga; Proma Paul; K. Vijayaraghavan; Haripriya Vedantham; Mrudula Sudula; Pavani Sowjanya; Gayatri Ramakrishna; Keerti V. Shah; Edward E. Partridge; Patti E. Gravitt

Background: Studies conducted in the USA have demonstrated that micronutrients such as folate and vitamin B12 play a significant role in modifying the natural history of high-risk human papillomaviruses (HR-HPVs), the causative agent for developing invasive cervical cancer (CC) and its precursor lesions. Objective: The purpose of the current study was to investigate whether these micronutrients have similar effects on HR-HPV infections in Indian women. Methods: The associations between serum concentrations of folate and vitamin B12 and HR-HPV infections were evaluated in 724 women who participated in a CC screening study in the southern state of Andhra Pradesh, India. Serum folate and vitamin B12 concentrations were measured by using a competitive radio-binding assay. Digene hybrid capture 2 (HC2) assay results were used to categorize women into two groups, positive or negative for HR-HPVs. Unconditional logistic regression models specified a binary indicator of HC2 (positive/negative) as the dependent variable and serum folate concentrations combined with serum vitamin B12 concentrations as the independent predictor of primary interest. Models were fitted, adjusting for age, education, marital status, parity, type of fuel used for cooking and smoking status. Results: Women with higher concentrations of serum folate (>6 ng/mL) and vitamin B12 (>356 pg/mL) were at lower risk of being positive for HR-HPVs compared to those with serum folate ≤6 ng/mL and serum vitamin B12 ≤ 356 pg/mL (odds ratio = 0.26; 95% confidence interval: 0.08–0.89; P = 0.03). Conclusions: These results demonstrated that improving folate and vitamin B12 status in Indian women may have a beneficial impact on the prevention of CC. Micronutrient based interventions for control of HR-HPV infections may represent feasible alternatives to vaccine based approaches to HPV disease prevention, which are currently unaffordable for use in resource limited areas in rural India.


Cancer Prevention Research | 2012

A Dietary Pattern Associated with LINE-1 Methylation Alters the Risk of Developing Cervical Intraepithelial Neoplasia

Chandrika J. Piyathilake; Suguna Badiga; Edmond K. Kabagambe; Andres Azuero; Ronald D. Alvarez; Gary L. Johanning; Edward E. Partridge

There is a paucity of research examining the relationships between dietary patterns and risk of developing precancerous lesions as well as biomarkers associated with such dietary patterns. The purpose of the current study was to identify dietary patterns that are associated with higher grades of cervical intraepithelial neoplasia (CIN 2+) and to determine whether these dietary patterns are associated with the degree of DNA methylation in the long interspersed nucleotide elements (L1s) of peripheral blood mononuclear cells (PBMCs), a biomarker associated with risk of developing CIN 2+. Study population consisted of 319 child-bearing age women. Dietary patterns were derived by factor analysis. The degree of PBMC L1 methylation was assessed by pyrosequencing. Logistic regression models were used to evaluate the associations between dietary patterns and CIN 2+. Similar models were used to evaluate the associations between dietary patterns and degree of PBMC L1 methylation in women free of CIN 2+. Women with the unhealthiest dietary pattern were 3.5 times more likely to be diagnosed with CIN 2+ than women with the healthiest dietary pattern [OR = 3.5; 95% confidence interval (CI), 1.2–10.1; P = 0.02]. Women at risk for developing CIN 2+ with the healthiest dietary pattern were 3.3 times more likely to have higher PBMC L1 methylation than women with the unhealthiest dietary pattern (OR = 3.3; 95% CI, 1.0–10.6; P = 0.04). Our findings suggest that human papilloma virus associated risk of developing CIN 2+ may be reduced by improving dietary patterns. The degree of PBMC L1 methylation may serve as a biomarker for monitoring the effectiveness of dietary modifications needed for reducing the risk of CIN 2+. Cancer Prev Res; 5(3); 385–92. ©2012 AACR.


International Journal of Women's Health | 2009

Mandatory fortification with folic acid in the United States appears to have adverse effects on histone methylation in women with pre-cancer but not in women free of pre-cancer

Chandrika J. Piyathilake; Maurizio Macaluso; Jorge E Celedonio; Suguna Badiga; Walter C. Bell; William E. Grizzle

Objective: To evaluate whether mandatory fortification of grain products with folic acid in the US is associated with changes in histone methylation in cells involved in cervical carcinogenesis. Methods: Cervical specimens obtained before (1990 to 1992) and after mandatory folic acid fortification (2000 to 2002) were used to examine the degree of histone methylation (H3 Lys-9) by immunohistochemistry. 91 women (51 before and 40 after fortification) were diagnosed with cervical intraepithelial neoplasia (CIN) grade 3 or carcinoma in situ (CIS) and sections utilized in the study also contained normal, reactive or metaplastic cervical epithelium, CIN 1 or CIN 2. 64 women (34 before and 30 after fortification) were free of CIN and these sections contained only normal or reactive cervical epithelium. Immunohistochemical staining for H3 Lys-9, its assessment in different cell or lesion types and data entry were blinded for fortification status. For each cell type or lesion category we used PROC MIXED in SAS with the specimen identifier as a random effect and the robust variance estimator to estimate age- and race-adjusted intensity score for H3 Lys-9 in the pre- and post-fortification periods. Results: Degree of H3 Lys-9 methylation was significantly higher (P < 0.0001) in ≥CIN 2 lesions (CIN 2, CIN 3 and CIS) than in ≤CIN 1 lesions (CIN 1, normal, reactive and metaplastic), in both pre- and post-fortification CIN 3/CIS specimens. Age- and race-adjusted mean H3 Lys-9 score was significantly higher in all cell or lesion types in CIN 3/CIS specimens obtained in the post-fortification period compared to pre-fortification period (P < 0.05, all comparisons). In contrast, in specimens obtained from women free of CIN, Lys-9 methylation in normal/reactive cervical epithelium was significantly lower in post-fortification specimens than in pre-fortification specimens (P = 0.03). Conclusions: Higher levels of Lys-9 methylation in ≥CIN 2 compared to ≤CIN 1 lesions suggest that higher Lys-9 methylation is associated with progression of lower grade CIN to higher grade CIN. Higher Lys-9 methylation in cervical tissues of women diagnosed with CIN 3 in the post-fortification period than in pre-fortification period suggest that fortification may adversely affect histone methylation in already initiated cells. Lower Lys-9 methylation in normal/reactive cervical cells of women free of CIN in the post-fortification period than pre-fortification on the other hand suggests that fortification is likely to protect against initiation of carcinogenic process in the cervix. These results suggest that mandatory fortification with folic acid in the US seems to have different effects on cancer depending on the stage of carcinogenesis. Because this is the first study to report folic acid fortification-associated differences in histone methylation and because of the limitations inherent to the approach we have taken to demonstrate these differences, validation of the results in other study populations or with other techniques for assessing histone methylation is necessary.


Cancer Prevention Research | 2014

Folate and vitamin B12 may play a critical role in lowering the HPV 16 methylation associated risk of developing higher grades of CIN

Chandrika J. Piyathilake; Maurizio Macaluso; Michelle M. Chambers; Suguna Badiga; Nuzhat R. Siddiqui; Walter C. Bell; Jeffrey C. Edberg; Edward E. Partridge; Ronald D. Alvarez; Gary L. Johanning

We previously reported that a higher degree of methylation of CpG sites in the promoter (positions 31, 37, 43, 52, and 58) and enhancer site 7862 of human papillomavirus (HPV) 16 was associated with a lower likelihood of being diagnosed with HPV 16–associated CIN 2+. The purpose of this study was to replicate our previous findings and, in addition, to evaluate the influence of plasma concentrations of folate and vitamin B12 on the degree of HPV 16 methylation (HPV 16m). The study included 315 HPV 16-positive women diagnosed with either CIN 2+ or ≤CIN 1. Pyrosequencing technology was used to quantify the degree of HPV 16m. We reproduced the previously reported inverse association between HPV 16m and risk of being diagnosed with CIN 2+. In addition, we observed that women with higher plasma folate and HPV 16m or those with higher plasma vitamin B12 and HPV 16m were 75% (P < 0.01) and 60% (P = 0.02) less likely to be diagnosed with CIN 2+, respectively. With a tertile increase in the plasma folate or vitamin B12, there was a 50% (P = 0.03) and 40% (P = 0.07) increase in the odds of having a higher degree of HPV 16m, respectively. This study provides initial evidence that methyl donor micronutrients, folate and vitamin B12, may play an important role in maintaining a desirably high degree of methylation at specific CpG sites in the HPV E6 promoter and enhancer that are associated with the likelihood of being diagnosed with CIN 2+. Cancer Prev Res; 7(11); 1128–37. ©2014 AACR.


Cancer Medicine | 2016

An examination of racial differences in 5‐year survival of cervical cancer among African American and white American women in the southeastern US from 1985 to 2010

Janaka Weragoda; Andres Azuero; Suguna Badiga; Walter C. Bell; Roland Matthews; Chandrika J. Piyathilake

Disparities in Cervical Cancer (CC) mortality outcomes between African American (AA) and White women have been studied for decades. However, conclusions about the effect of race on CC survival differ across studies. This study assessed differences in CC survival between AA and White women diagnosed between 1985 and 2010 and treated at two major hospitals in the southeastern US. The study sample included 925 AA and 1192 White women diagnosed with cervical adenocarcinoma, adenosquamous cell carcinoma, or squamous cell carcinoma. Propensity score adjustment and matching were employed to compare 5‐year survival between the two racial groups. Crude comparisons suggested relevant racial differences in survival. However, the racial differences became of small magnitude after propensity‐score adjustment and in matched analyses. Nonlinear models identified age at diagnosis, cancer stage, mode of treatment, and histological subtype as the most salient characteristics predicting 5‐year survival of CC, yet these characteristics were also associated with race. Crude racial differences in survival might be partly explained by underlying differences in the characteristics of racial groups, such as age at diagnosis, histological subtype, cancer stage, and the mode of treatment. The study results highlight the need to improve access to early screening and treatment opportunities for AA women to improve posttreatment survival from CC.


Cancer | 2016

Expression of p16INK4A in cervical precancerous lesions is unlikely to be preventable by human papillomavirus vaccines

Suguna Badiga; Michelle M. Chambers; Warner K. Huh; Isam-Eldin Eltoum; Chandrika J. Piyathilake

Whether higher grade cervical intraepithelial neoplasia (CIN grade 2 or greater [CINu2009≥u20092]) that develops because of human papillomavirus (HPV) genotypes not included in vaccines may progress to cervical cancer is largely unknown. The objectives of this study were to document expression of the cyclin‐dependent kinase inhibitor 2A (p16) tumor‐suppressor protein p16INK4A as a biomarker of cervical carcinogenesis or of malignant potential and to evaluate whether its expression differs between lesions associated with vaccine and nonvaccine high‐risk (HR) human papillomavirus (HPV) genotypes.


Cancer | 2016

Accuracy of urinary human papillomavirus testing for the presence of cervical human papillomaviruses and higher grades of cervical intraepithelial neoplasia

Chandrika J. Piyathilake; Suguna Badiga; Michelle M. Chambers; Ilene Brill; Roland Matthews; Edward E. Partridge

Although urine‐based testing for human papillomavirus (HPV) is being explored as a practical approach for cervical cancer screening, whether the results differ by age, race, or indicators of excess body weight or in populations exposed to HPV vaccines has not been documented by previous studies. The purpose of this study was to determine the accuracy of urinary HPV testing for the presence of cervical HPVs and high‐grade cervical intraepithelial lesions (grade 2 and 3 cervical intraepithelial neoplasia [CIN]) by the aforementioned population characteristics.

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Chandrika J. Piyathilake

University of Alabama at Birmingham

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Edward E. Partridge

University of Alabama at Birmingham

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Ronald D. Alvarez

University of Alabama at Birmingham

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Walter C. Bell

University of Alabama at Birmingham

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Michelle M. Chambers

University of Alabama at Birmingham

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Andres Azuero

University of Alabama at Birmingham

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Jeffrey C. Edberg

University of Alabama at Birmingham

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Nuzhat R. Siddiqui

University of Alabama at Birmingham

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