Displaying publications 1 - 20 of 260 in total

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  1. Rajandram RK, Jenewein J, McGrath CP, Zwahlen RA
    Oral Oncol, 2010 Nov;46(11):791-4.
    PMID: 20850373 DOI: 10.1016/j.oraloncology.2010.08.010
    Recently the importance of posttraumatic growth (PTG), a phenomenon of positive psychological growth beyond baseline values, has been discovered in the field of oncology. An evidence based review of the literature regarding PTG was performed, both to support its understanding and to consider its application within the research field of oral cavity (OC) cancer. A Pubmed, Medline, PsycINFO search from the earliest date until April 2010 was carried out. Full articles meeting the inclusion and exclusion criteria were reviewed. The search yielded 852 papers, 91 'potentially relevant papers' and 29 'effective papers', the latter of which formed the basis of this review. PTG was assessed in twenty-eight studies with the Posttraumatic Growth Inventory and in only one study with the Perceived Benefits Scale (PBS). PTG in cancer patients has been reported in five main domains (i) appreciation of life, (ii) relating to others, (iii) increased personal sense, (iv) sense of new possibilities and (v) positive spiritual change. Socio-demographic factors, stressor characteristics and coping strategies influence and predict the development PTG. In the past decade an increasing interest in the concept of PTG in the field of oncology has emerged. This evidence based review presents PTG to the research community in the field of OC cancer, appraises its modification capacity of the treatment outcome in other cancer research fields and hypothesizes its eventual benefit in the field of OC cancer research.
    Matched MeSH terms: Mouth Neoplasms/psychology*; Mouth Neoplasms/rehabilitation
  2. Tegginamani AS, Shivakumar VH, Ismail SMB, Abraham MT, Fernandes BA, Zamzuri ATB
    J Coll Physicians Surg Pak, 2022 Feb;32(2):256-258.
    PMID: 35108805 DOI: 10.29271/jcpsp.2022.02.256
    Oral leukoplakia is the most common potentially malignant oral disorder. Oral leukoplakia's malignant potential is independent of the histopathological grade, and the malignant transformation rate varies greatly from 3% to 50% even in the case of severe epithelial dysplasia. Ethnic & environmental variables may contribute to this variation. C-kit immunohistochemistry was performed on 15 oral leukoplakia (OL), two oral squamous cell carcinoma (OSCC), and two dentigerous cysts (DC). The objective of this study was to evaluate the c-kit expression in oral leukoplakia. The use of various immunohistochemical markers to differentiate between OLs with a high and low risk of malignant transformation has been investigated. Only four OL exhibited a faint cytoplasmic expression in basal cells. Whereas, OSCC and DC were devoid of c-kit expression. Thus, this may not be a unique marker for identifying OL at high-risk. Further research with larger sample size is required. Key Words: CD 117, Disease progression, Oral dysplasia, Oral leukoplakia, Risk prediction.
    Matched MeSH terms: Mouth Neoplasms*
  3. Yaacob, H.B., Ngeow, W.C., Tan, P.L., Zainal Arif, A.R.
    Ann Dent, 2002;9(1):-.
    MyJurnal
    The controversy on malignant transformation of oral lichen planus has always intrigued researchers. We present a case of lichenoid lesion and squamous cell carcinoma of the tongue, occurring in a middle aged Indian lady. The diagnosis and timing of these lesions is discussed.
    Matched MeSH terms: Mouth Neoplasms
  4. Choon, Y.F., Ramanathan, A., Ali, H., Ghani, W.M.N., Cheong, S.C., Zain, R.B.
    Ann Dent, 2011;18(1):8-17.
    MyJurnal
    Background: MDM2 and p53 are involved in a negative feedback loop where p53 regulates MDM2 at the transcriptional level. MDM2, in turn, downregulates p53. This co-ordinated interaction between these proteins is set to play an important role in the regulation of cell cycle progression following DNA damage to cells. The over-expression of both p53 and MDM2 has been reported in various cancers. However there are only few studies discussing the co-expression of MDM2 with p53 in oral squamous cell carcinoma Aim: The purpose of this study was to determine the correlation of co-expression of p53, MDM2, and Ki-67 proteins with clinico-pathological factors in oral squamous cell carcinoma (OSCC) and to conduct a systematic review of the co-expression of p53/MDM2.

    Method: This is a retrospective descriptive study and a systematic review. Formalin-fixed paraffinembedded tissues from 45 OSCC cases were stained by immunohistochemistry (IHC) for p53, MDM2, and Ki-67 proteins.

    Results: Immuno-reactivity for p53, MDM2, and Ki-67 was seen in 75.6%, 97.8%, and 62.2% cases of OSCC respectively. The co-expression of p53 and MDM2 (p53/MDM2) was detected in 97.1%, however there was no significant correlation between p53 and MDM2 expression. Notably, p53/MDM2 coexpression was significantly associated with tumour differentiation (p-value = 0.045). The Ki-67LI was not significantly associated with neither MDM2 nor p53/MDM2 co-expression (p-value = 0.268, 0.916 respectively).

    Conclusion: The expression of MDM2 was not signif icantly associated with p53 expression suggesting that MDM2 expression is mediated by p53-independent pathways or mutated p53 could not induce the expression of MDM2 in this set of OSCCs. The only clinico-pathological parameter that correlates significantly with co-expression of p53/MDM2 is tumour differentiation where it is suggestive that the co-expression of these 2 proteins is indicative of aggressive tumour behavior.
    Matched MeSH terms: Mouth Neoplasms
  5. Goud EVSS, Malleedi S, Ramanathan A, Wong GR, Hwei Ern BT, Yean GY, et al.
    Asian Pac J Cancer Prev, 2019 Mar 26;20(3):935-941.
    PMID: 30912418
    Background: Interleukin-10 (IL10) genotypes have been closely correlated to the susceptibility for oral squamous cell
    carcinoma. More than half of oral cancers in the world occur in Asia with estimated 168,850 new cases were diagnosed
    in this geographical region alone. Considering the rising numbers of oral cancer cases in Malaysia, association of IL10
    A1082G gene polymorphism was correlated. Methodology: 41 oral squamous cell carcinoma (OSCC) cases and 48
    healthy controls of comparable age, gender, and with habits like smoking, alcohol consumption and betel quid chewing
    were selected. In this case-control study, samples were collected from the Oral Cancer Research and Coordinating
    Centre (OCRCC), Faculty of Dentistry, University of Malaya, Malaysia. Genotyping conditions were evaluated by
    polymerase chain reaction and restriction fragment length polymorphism (PCR-RFLP). The PCR products were subjected
    to digestion by MnlI enzyme (NEB, UK) to screen for the IL10 A-1082G. Digested DNA products were analyzed by
    electrophoresis on 4% (w/v) agarose gel, stained with ethidium bromide and imaged under UV illumination. Chi-square
    test and Fisher’s Exact test were used in statistical analysis. Results: AG genotypes were present in 81.3% and 86.0% of
    healthy control and OSCC cases respectively (OR=0.468, 95% CI=0.133-1.653). No significant association was found
    between IL10 A1082G polymorphism with risk habits, clinico-pathological parameters and 5-years overall survival.
    The findings also show no significant correlation between the IL10 genotype and features of OSCC within the case
    group as measured by tumor size, lymph node involvement, stage, invasive front, grading, depth, pattern of invasion.
    Conclusion: This study suggests that functional polymorphism AG of IL10 A1082G may have no influence with OSCC
    susceptibility. However, further investigation with larger sample sizes can be conducted to provide additional evidence
    to support the lack of association of IL10 A1082G polymorphism in oral cancer.
    Matched MeSH terms: Mouth Neoplasms/genetics*; Mouth Neoplasms/epidemiology; Mouth Neoplasms/pathology
  6. Awan KH, Khang TW, Yee TK, Zain RB
    J Cancer Res Ther, 2014 Oct-Dec;10(4):903-7.
    PMID: 25579526 DOI: 10.4103/0973-1482.138011
    BACKGROUND:
    Oral cancer is a foremost health dilemma in several regions of the world. General dental practitioners and general medical practitioners play a major role in recognition of oral mucosal changes that may lead to malignancy. Their knowledge in oral cancer itself and the risk factors associated with the disease need to be sufficient.

    OBJECTIVE:
    The objective of the present study was to investigate awareness and knowledge of undergraduate dental and medical students in early detection and prevention of oral cancer.

    MATERIALS AND METHODS:
    Dental and medical students were invited to participate by answering a questionnaire on their habits of the oral mucosa examination and history taking, knowledge on risk factors and changes related with oral cancer, referral of patients as well as their desire to receive further information on oral cancer. Chi-square test was carried out to analyze knowledge and awareness between undergraduate dental and medical students.

    RESULTS:
    Undergraduate dental students were more likely to examine oral mucosa (96.7%) and advice risk habits to patients (93.9%) compared to medical students (60.6% and 79.8% respectively). Significantly more dental students considered smoking (84.4%), betel quid chewing (76.1%), and alcohol drinking (35%) as risk factors. Clinical changes of oral cancer were better identified by dental students (leukoplakia-52.8%, erythroplakia-45%, and non-healing ulcer-40%) compared to medical students (leukoplakia-12.9%, erythroplakia-4.6%, and non-healing ulcer-10.3%). Both dental and medicals students reported the desire to receive further information in relation to oral cancer.

    CONCLUSION:
    Dental students have better knowledge and awareness in prevention and early detection of oral cancer compared to medical students.
    Matched MeSH terms: Mouth Neoplasms/diagnosis*; Mouth Neoplasms/prevention & control*
  7. Amtha R, Razak IA, Basuki B, Roeslan BO, Gautama W, Puwanto DJ, et al.
    Asian Pac J Cancer Prev, 2014;15(20):8673-8.
    PMID: 25374188
    PURPOSE: This study aimed to determine the association between tobacco consumption (kretek) and betel quid chewing with oral cancer risk.

    MATERIALS AND METHODS: A total of 81 cases of oral cancers were matched with 162 controls in this hospital-based study. Information on sociodemographic characteristics and details of risk habits (duration, frequency and type of tobacco consumption and betel quid chewing) were collected. Association between smoking and betel quid chewing with oral cancer were analysed using conditional logistic regression.

    RESULTS: Slightly more than half of the cases (55.6%) were smokers where 88.9% of them smoked kretek. After adjusting for confounders, smokers have two fold increased risk, while the risk for kretek consumers and those smoking for more than 10 years was increased to almost three-fold. Prevalence of betel quid chewing among cases and controls was low (7.4% and 1.9% respectively). Chewing of at least one quid per day, and quid combination of betel leaf, areca nut, lime and tobacco conferred a 5-6 fold increased risk.

    CONCLUSIONS: Smoking is positively associated with oral cancer risk. A similar direct association was also seen among betel quid chewers.

    Matched MeSH terms: Mouth Neoplasms/etiology; Mouth Neoplasms/epidemiology*; Mouth Neoplasms/pathology*
  8. Hartanto FK, Karen-Ng LP, Vincent-Chong VK, Ismail SM, Mustafa WM, Abraham MT, et al.
    Asian Pac J Cancer Prev, 2015;16(3):953-8.
    PMID: 25735388
    BACKGROUND: Expression of KRT13, FAIM2 and CYP2W1 appears to be influenced by risk habits, thus exploring the associations of these genes in oral squamous cell cancer (OSCC) with risk habits, clinico-pathological parameters and patient survival may be beneficial in identifying relevant biomarkers with different oncogenic pathways.

    MATERIALS AND METHODS: cDNAs from 41 OSCC samples with and without risk habits were included in this study. Quantitative real-time PCR was used to analyze KRT13, FAIM2 and CYP2W1 in OSCC. The housekeeping gene (GAPDH) was used as an endogenous control.

    RESULTS: Of the 41 OSCC samples, KRT13 was down-regulated in 40 samples (97.6%), while FAIM2 and CYP2W1 were down-regulated in 61.0% and 48.8%, respectively. Overall, there were no associations between KRT13, FAIM2 and CYP2W1 expression with risk habits, selected socio-demographic and clinico-pathological parameters and patient survival.

    CONCLUSIONS: Although this study was unable to show significance, there were some tendencies in the associations of KRT13, FAIM2 and CYP2W1 expression in OSCC with selected clinic-pathological parameters and survival.

    Matched MeSH terms: Mouth Neoplasms/genetics*; Mouth Neoplasms/mortality; Mouth Neoplasms/pathology
  9. Athirajan V, Razak IA, Thurairajah N, Ghani WM, Ching HN, Yang YH, et al.
    Asian Pac J Cancer Prev, 2014;15(19):8183-9.
    PMID: 25339003
    BACKGROUND: A comparative cross-sectional study involving oral cancer patients and healthy individuals was designed to investigate associations between retinol, α-tocopherol and β-carotene with the risk of oral cancer.

    MATERIALS AND METHODS: This study included a total of 240 matched cases and controls where subjects were selected from the Malaysian Oral Cancer Database and Tissue Bank System (MOCDTBS). Retinol, α-tocopherol and β-carotene levels and intake were examined by high-performance liquid chromatography (HPLC) and food frequency questionnaire (FFQ) respectively.

    RESULTS: It was found that results from the two methods applied did not correlate, so that further analysis was done using the HPLC method utilising blood serum. Serum levels of retinol and α-tocopherol among cases (0.177±0.081, 1.649±1.670μg/ml) were significantly lower than in controls (0.264±0.137, 3.225±2.054μg/ml) (p<0.005). Although serum level of β-carotene among cases (0.106±0.159 μg/ml) were lower compared to controls (0.134±0.131μg/ml), statistical significance was not observed. Logistic regression analysis showed that high serum level of retinol (OR=0.501, 95% CI=0.254-0.992, p<0.05) and α-tocopherol (OR=0.184, 95% CI=0.091-0.370, p<0.05) was significantly related to lower risk of oral cancer, whereas no relationship was observed between β-carotene and oral cancer risk.

    CONCLUSIONS: High serum levels of retinol and α-tocopherol confer protection against oral cancer risk.

    Matched MeSH terms: Mouth Neoplasms/blood*; Mouth Neoplasms/ethnology*; Mouth Neoplasms/prevention & control
  10. Vincent-Chong VK, Salahshourifar I, Karen-Ng LP, Siow MY, Kallarakkal TG, Ramanathan A, et al.
    ScientificWorldJournal, 2014;2014:897523.
    PMID: 25401159 DOI: 10.1155/2014/897523
    Matrix metalloproteinase 13 (MMP13) plays a central role in the MMP activation cascade that enables degradation of the extracellular matrix and basement membranes, and it is identified as a potential driver in oral carcinogenesis. Therefore, this study aims to determine the copy number, mRNA, and protein expression of MMP13 in oral squamous cell carcinoma (OSCC) and to associate these expressions with clinicopathological parameters. Copy number, mRNA, and protein expression analysis of MMP13 were determined using real-time quantitative PCR and immunohistochemistry methods in OSCC samples. The correlations between MMP13 expressions and clinicopathological parameters were evaluated, and the significance of MMP13 as a prognostic factor was determined. Despite discrepancies between gene amplification and mRNA and protein overexpression rates, OSCC cases showed high amplification of MMP13 and overexpression of MMP13 at both mRNA and protein levels. High level of MMP13 protein expression showed a significant correlation with lymph node metastasis (P = 0.011) and tumor staging (P = 0.002). Multivariate Cox regression model analysis revealed that high level of mRNA and protein expression of MMP13 were significantly associated with poor prognosis (P < 0.050). Taken together, these observations indicate that the MMP13 protein overexpression could be considered as a prognostic marker of OSCC.
    Matched MeSH terms: Mouth Neoplasms/diagnosis*; Mouth Neoplasms/enzymology*; Mouth Neoplasms/mortality
  11. Vaithilingam RD, Safii SH, Baharuddin NA, Karen-Ng LP, Saub R, Ariffin F, et al.
    Oral Dis, 2015 Jan;21(1):e62-9.
    PMID: 24930489 DOI: 10.1111/odi.12267
    Periodontal bio-repositories, which allow banking of clinically validated human data and biological samples, provide an opportunity to derive biomarkers for periodontal diagnosis, prognosis and therapeutic activities which are expected to improve patient management. This article presents the establishing of the Malaysian Periodontal Database and Biobank System (MPDBS) which was initiated in 2011 with the aim to facilitate periodontal research. Partnerships were established with collaborating centres. Policies on specimen access, authorship and acknowledgement policies were agreed upon by all participating centres before the initiation of the periodontal biobank. Ethical approval for the collection of samples and data were obtained from institutional ethics review boards. A broad-based approach for informed consent was used, which covered areas related to quality of life impacts, genetics and molecular aspects of periodontal disease. Sample collection and processing was performed using a standardized protocol. Biobanking resources such as equipment and freezers were shared with the Malaysian Oral Cancer Database and Tissue Bank System (MOCDTBS). In the development of the MPDBS, challenges that were previously faced by the MOCDTBS were considered. Future challenges in terms of ethical and legal issues will be faced when international collaborations necessitate the transportation of specimens across borders.
    Matched MeSH terms: Mouth Neoplasms
  12. Yong ZW, Zaini ZM, Kallarakkal TG, Karen-Ng LP, Rahman ZA, Ismail SM, et al.
    Sci Rep, 2014;4:6073.
    PMID: 25123227 DOI: 10.1038/srep06073
    The clinical relevance of DNA copy number alterations in chromosome 8 were investigated in oral cancers. The copy numbers of 30 selected genes in 33 OSCC patients were detected using the multiplex ligation-dependent probe amplification (MLPA) technique. Amplifications of the EIF3E gene were found in 27.3% of the patients, MYC in 18.2%, RECQL4 in 15.2% and MYBL1 in 12.1% of patients. The most frequent gene losses found were the GATA4 gene (24.2%), FGFR1 gene (24.2%), MSRA (21.2) and CSGALNACT1 (12.1%). The co-amplification of EIF3E and RECQL4 was found in 9% of patients and showed significant association with alcohol drinkers. There was a significant association between the amplification of EIF3E gene with non-betel quid chewers and the negative lymph node status. EIF3E amplifications did not show prognostic significance on survival. Our results suggest that EIF3E may have a role in the carcinogenesis of OSCC in non-betel quid chewers.
    Matched MeSH terms: Mouth Neoplasms/genetics*
  13. Ramanathan A, Mahmoud HA, Hui LP, Mei NY, Valliappan V, Zain RB
    Asian Pac J Cancer Prev, 2014;15(4):1633-7.
    PMID: 24641380
    BACKGROUND: Lymphoma is a malignant neoplasm of lymphoid tissue classified into Hodgkin's and non-Hodgkin's types. It mostly affects lymph nodes although a considerable proportion of Non-Hodgkin's cases occur in extranodal sites.

    MATERIALS AND METHODS: Selected cases diagnosed as non-Hodgkin's lymphoma (NHL) during the period of 1980 to 2012 were retrieved from the archives of the Oral Pathology Diagnostic Laboratory, Faculty of Dentistry, University of Malaya. The sections from the formalin-fixed paraffin embedded tissue blocks were stained with H and E as well as with LCA, CD20, and CD3.

    RESULTS: The mean age was 41.6 years with a male: female ratio of 1.3:1. Out of the forty two cases, nineteen were Malays, eighteen were Chinese, followed by Indians (3) and Indonesians (2). The most common site of involvement was the mandible (22.2%), followed by the maxilla and palate (19.4% each). Most of the lesions presented as a painless progressive swelling. Only thirty six cases were further subdivided into B or T cell types. The majority were B-cell type (26 cases), of these 6 cases were Burkitt's lymphomas. Only ten cases were T-cell lymphoma, with three cases of NK/T-cell lymphoma.

    CONCLUSIONS: In this series of 42 patients diagnosed as extranodal non-Hodgkin's lymphoma, the lesions appeared as painless swellings, mostly in men with the mandible as the most frequent site of involvement. Majority were B-cell lymphomas with Malays and Chinese being equally affected whereas lymphomas were rare in the Indian ethnicity. T-cell lymphomas were found to be common in the Chinese ethnic group.

    Matched MeSH terms: Mouth Neoplasms/pathology*
  14. Salahshourifar I, Vincent-Chong VK, Kallarakkal TG, Zain RB
    Oral Oncol, 2014 May;50(5):404-12.
    PMID: 24613650 DOI: 10.1016/j.oraloncology.2014.02.005
    Oral cancer is a multifactorial disease in which both environmental and genetic factors contribute to the aetiopathogenesis. Oral cancer is the sixth most common cancer worldwide with a higher incidence among Melanesian and South Asian countries. More than 90% of oral cancers are oral squamous cell carcinoma (OSCC). The present study aimed to determine common genomic copy number alterations (CNAs) and their frequency by including 12 studies that have been conducted on OSCCs using array comparative genomic hybridization (aCGH). In addition, we reviewed the literature dealing with CNAs that drive oral precursor lesions to the invasive tumors. Results showed a sequential accumulation of genetic changes from oral precursor lesions to invasive tumors. With the disease progression, accumulation of genetic changes increases in terms of frequency, type and size of the abnormalities, even on different regions of the same chromosome. Gains in 3q (36.5%), 5p (23%), 7p (21%), 8q (47%), 11q (45%), 20q (31%) and losses in 3p (37%), 8p (18%), 9p (10%) and 18q (11%) were the most common observations among those studies. However, losses are less frequent than gains but it appears that they might be the primary clonal events in causing oral cancer.
    Matched MeSH terms: Mouth Neoplasms/genetics*; Mouth Neoplasms/pathology
  15. Wong GR, Ha KO, Himratul-Aznita WH, Yang YH, Wan Mustafa WM, Yuen KM, et al.
    Oral Dis, 2014 Nov;20(8):762-7.
    PMID: 24320099 DOI: 10.1111/odi.12218
    The objective of the study was to determine the prevalence of HPV seropositivity among patients with oral squamous cell carcinoma (OSCC) and healthy individuals and to correlate the association between HPV 16 seropositivity and risk of OSCC.
    Matched MeSH terms: Mouth Neoplasms
  16. Chang SW, Abdul-Kareem S, Merican AF, Zain RB
    BMC Bioinformatics, 2013;14:170.
    PMID: 23725313 DOI: 10.1186/1471-2105-14-170
    Machine learning techniques are becoming useful as an alternative approach to conventional medical diagnosis or prognosis as they are good for handling noisy and incomplete data, and significant results can be attained despite a small sample size. Traditionally, clinicians make prognostic decisions based on clinicopathologic markers. However, it is not easy for the most skilful clinician to come out with an accurate prognosis by using these markers alone. Thus, there is a need to use genomic markers to improve the accuracy of prognosis. The main aim of this research is to apply a hybrid of feature selection and machine learning methods in oral cancer prognosis based on the parameters of the correlation of clinicopathologic and genomic markers.
    Matched MeSH terms: Mouth Neoplasms/diagnosis*; Mouth Neoplasms/genetics; Mouth Neoplasms/pathology
  17. Ghani WM, Doss JG, Jamaluddin M, Kamaruzaman D, Zain RB
    Asian Pac J Cancer Prev, 2013;14(3):1957-63.
    PMID: 23679299
    OBJECTIVE: To assess oral cancer awareness, its associated factors and related sources of information among a selected group of Malaysians.

    METHODS: A cross-sectional survey was conducted on all Malaysian ethnic groups aged ≥15 years old at eight strategically chosen shopping malls within a two week time period. Data were analysed using chi-square tests and multiple logistic regression. Significance level was set at α<0.05.

    RESULTS: Most (84.2%) respondents had heard of oral cancer. Smoking was the most (92.4%) recognized high risk habit. Similar levels of awareness were seen for unhealed ulcers (57.3%) and red/white patches (58.0%) as signs of oral cancer. Age, gender, ethnicity, marital status, education, occupation and income were significantly associated with oral cancer awareness (p<0.05).

    CONCLUSIONS: There was a general lack of awareness regarding the risk habits, early signs and symptoms, and the benefits of detecting this disease at an early stage. Mass media and health campaigns were the main sources of information about oral cancer. In our Malaysian population, gender and age were significantly associated with the awareness of early signs and symptoms and prevention of oral cancer, respectively.

    Matched MeSH terms: Mouth Neoplasms/etiology*; Mouth Neoplasms/epidemiology; Mouth Neoplasms/prevention & control
  18. Siow MY, Ng LP, Vincent-Chong VK, Jamaludin M, Abraham MT, Abdul Rahman ZA, et al.
    Oral Dis, 2014 May;20(4):345-51.
    PMID: 23651447 DOI: 10.1111/odi.12118
    To identify differentially expressed miRNA between oral squamous cell carcinoma (OSCC) and non-cancer (NC) and to associate these with clinico-pathological parameters.
    Matched MeSH terms: Mouth Neoplasms/genetics*; Mouth Neoplasms/pathology
  19. Helen-Ng LC, Razak IA, Ghani WM, Marhazlinda J, Norain AT, Raja Jallaludin RL, et al.
    Community Dent Oral Epidemiol, 2012 Dec;40(6):560-6.
    PMID: 22679921 DOI: 10.1111/j.1600-0528.2012.00704.x
    The role of diet in cancer risk has mainly been investigated based on intake of individual food items. However, food consumption is made up of a combination of various food items. This study aims to determine the association of dietary patterns with oral cancer risk.
    Matched MeSH terms: Mouth Neoplasms/etiology*
  20. Chang SW, Kareem SA, Kallarakkal TG, Merican AF, Abraham MT, Zain RB
    Asian Pac J Cancer Prev, 2011;12(10):2659-64.
    PMID: 22320970
    The incidence of oral cancer is high for those of Indian ethnic origin in Malaysia. Various clinical and pathological data are usually used in oral cancer prognosis. However, due to time, cost and tissue limitations, the number of prognosis variables need to be reduced. In this research, we demonstrated the use of feature selection methods to select a subset of variables that is highly predictive of oral cancer prognosis. The objective is to reduce the number of input variables, thus to identify the key clinicopathologic (input) variables of oral cancer prognosis based on the data collected in the Malaysian scenario. Two feature selection methods, genetic algorithm (wrapper approach) and Pearson's correlation coefficient (filter approach) were implemented and compared with single-input models and a full-input model. The results showed that the reduced models with feature selection method are able to produce more accurate prognosis results than the full-input model and single-input model, with the Pearson's correlation coefficient achieving the most promising results.
    Matched MeSH terms: Mouth Neoplasms/ethnology; Mouth Neoplasms/mortality*
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