 Cluster Analysis
"Cluster Analysis" is a descriptor in the National Library of Medicine's controlled vocabulary thesaurus,
MeSH (Medical Subject Headings). Descriptors are arranged in a hierarchical structure,
which enables searching at various levels of specificity.
A set of statistical methods used to group variables or observations into strongly inter-related subgroups. In epidemiology, it may be used to analyze a closely grouped series of events or cases of disease or other health-related phenomenon with well-defined distribution patterns in relation to time or place or both.
| Descriptor ID |
D016000
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| MeSH Number(s) |
E05.318.740.250 N05.715.360.750.200 N06.850.520.830.250
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| Concept/Terms |
Cluster Analysis- Cluster Analysis
- Analyses, Cluster
- Analysis, Cluster
- Cluster Analyses
- Clustering
- Clusterings
Disease Clustering- Disease Clustering
- Clustering, Disease
- Clusterings, Disease
- Disease Clusterings
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Below are MeSH descriptors whose meaning is more general than "Cluster Analysis".
Below are MeSH descriptors whose meaning is more specific than "Cluster Analysis".
This graph shows the total number of publications written about "Cluster Analysis" by people in UAMS Profiles by year, and whether "Cluster Analysis" was a major or minor topic of these publications.
To see the data from this visualization as text, click here.
| Year | Major Topic | Minor Topic | Total |
|---|
| 2025 | 0 | 1 | 1 | | 2024 | 0 | 1 | 1 | | 2023 | 0 | 4 | 4 | | 2022 | 0 | 5 | 5 | | 2021 | 0 | 4 | 4 | | 2020 | 0 | 2 | 2 | | 2019 | 0 | 7 | 7 | | 2018 | 0 | 2 | 2 | | 2017 | 0 | 7 | 7 | | 2016 | 0 | 5 | 5 | | 2015 | 1 | 11 | 12 | | 2014 | 0 | 10 | 10 | | 2013 | 0 | 10 | 10 | | 2012 | 0 | 8 | 8 | | 2011 | 0 | 12 | 12 | | 2010 | 0 | 9 | 9 | | 2009 | 0 | 13 | 13 | | 2008 | 0 | 6 | 6 | | 2007 | 0 | 13 | 13 | | 2006 | 0 | 7 | 7 | | 2005 | 0 | 8 | 8 | | 2004 | 0 | 6 | 6 | | 2003 | 1 | 3 | 4 | | 2002 | 0 | 10 | 10 | | 2000 | 0 | 1 | 1 | | 1999 | 0 | 1 | 1 | | 1998 | 0 | 1 | 1 | | 1997 | 0 | 4 | 4 |
To return to the timeline, click here.
Below are the most recent publications written about "Cluster Analysis" by people in Profiles over the past ten years.
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Owen MA, Curran GM, Smith JD, Tedla Y, Cheng C, Spiegelman D. Power and Sample Size Calculations for Cluster Randomized Hybrid Type 2 Effectiveness-Implementation Studies. Stat Med. 2025 Feb 28; 44(5):e70015.
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Zhang W, Huckaby B, Talburt J, Weissman S, Yang MQ. cnnImpute: missing value recovery for single cell RNA sequencing data. Sci Rep. 2024 02 16; 14(1):3946.
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Heo S, Kang J, Shin MS, Lim YH, Kim SH, Kim S, An M, Kim J. Physical Symptoms, Depressive Symptoms, and Quality of Life in Patients With Heart Failure: Cluster Analysis. J Cardiovasc Nurs. 2024 Jan-Feb 01; 39(1):31-37.
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Harris CS, Miaskowski CA, Conley YP, Hammer MJ, Dunn LB, Dhruva AA, Levine JD, Olshen AB, Kober KM. Epigenetic Regulation of Inflammatory Mechanisms and a Psychological Symptom Cluster in Patients Receiving Chemotherapy. Nurs Res. 2023 May-Jun 01; 72(3):200-210.
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Avaritt NL, Byrum SD. Cutting-Edge Technologies Driving Quantitative Mass Spectrometry. J Vis Exp. 2023 03 03; (193).
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Sullivan J, Gunning B, Zafar M, Guerrini R, Gecz J, Kolc KL, Zhao Y, Gasior M, Aimetti AA, Samanta D. Phase 2, placebo-controlled clinical study of oral ganaxolone in PCDH19-clustering epilepsy. Epilepsy Res. 2023 03; 191:107112.
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Jamshidi-Naeini Y, Golzarri-Arroyo L, Vorland CJ, Brown AW, Dickinson S, Allison DB. Accounting for the clustering and nesting effects verifies most conclusions. Corrected analysis of: "Randomized nutrient bar supplementation improves exercise-associated changes in plasma metabolome in adolescents and adult family members at cardiometabolic risk". PLoS One. 2022; 17(10):e0275242.
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Richard MA, Patel J, Benjamin RH, Bircan E, Canon SJ, Marengo LK, Canfield MA, Agopian AJ, Lupo PJ, Nembhard WN. Prevalence and Clustering of Congenital Heart Defects Among Boys With Hypospadias. JAMA Netw Open. 2022 07 01; 5(7):e2224152.
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Muehling LM, Heymann PW, Carper H, Murphy DD, Rajadhyaksha E, Kennedy J, Early SV, Soto-Quiros M, Avila L, Workman L, Platts-Mills TAE, Woodfolk JA. Cluster analysis of nasal cytokines during rhinovirus infection identifies different immunophenotypes in both children and adults with allergic asthma. Clin Exp Allergy. 2022 10; 52(10):1169-1182.
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Katzmarzyk PT, Denstel KD, Martin CK, Newton RL, Apolzan JW, Mire EF, Horswell R, Johnson WD, Brown AW, Zhang D. Intraclass correlation coefficients for weight loss cluster randomized trials in primary care: The PROPEL trial. Clin Obes. 2022 Aug; 12(4):e12524.
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Golzarri-Arroyo L, Dickinson SL, Jamshidi-Naeini Y, Zoh RS, Brown AW, Owora AH, Li P, Oakes JM, Allison DB. Evaluation of the type I error rate when using parametric bootstrap analysis of a cluster randomized controlled trial with binary outcomes and a small number of clusters. Comput Methods Programs Biomed. 2022 Mar; 215:106654.
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Wu J, Vodovotz Y, Abdelhamid S, Guyette FX, Yaffe MB, Gruen DS, Cyr A, Okonkwo DO, Kar UK, Krishnamoorthi N, Voinchet RG, Billiar IM, Yazer MH, Namas RA, Daley BJ, Miller RS, Harbrecht BG, Claridge JA, Phelan HA, Zuckerbraun BS, Johansson PI, Stensballe J, Morrissey JH, Tracy RP, Wisniewski SR, Neal MD, Sperry JL, Billiar TR. Multi-omic analysis in injured humans: Patterns align with outcomes and treatment responses. Cell Rep Med. 2021 12 21; 2(12):100478.
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Sutaria N, Alphonse MP, Marani M, Parthasarathy V, Deng J, Wongvibulsin S, Williams K, Roh YS, Choi J, Bordeaux Z, Pritchard T, Dillen C, Semenov YR, Kwatra MM, Archer NK, Garza LA, Dong X, Kang S, Kwatra SG. Cluster Analysis of Circulating Plasma Biomarkers in Prurigo Nodularis Reveals a Distinct Systemic Inflammatory Signature in African Americans. J Invest Dermatol. 2022 05; 142(5):1300-1308.e3.
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Lossio-Ventura JA, Gonzales S, Morzan J, Alatrista-Salas H, Hernandez-Boussard T, Bian J. Evaluation of clustering and topic modeling methods over health-related tweets and emails. Artif Intell Med. 2021 07; 117:102096.
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Crombie KM, Ross MC, Letkiewicz AM, Sartin-Tarm A, Cisler JM. Differential relationships of PTSD symptom clusters with cortical thickness and grey matter volumes among women with PTSD. Sci Rep. 2021 01 19; 11(1):1825.
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Demirel D, Cetinsaya B, Halic T, Kockara S, Reiners D, Ahmadi S, Arikatla S. A partition-based optimization model and its performance benchmark for Generative Anatomy Modeling Language. Comput Biol Med. 2020 04; 119:103695.
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Golzarri-Arroyo L, Oakes JM, Brown AW, Allison DB. Incorrect Analyses of Cluster-Randomized Trials that Do Not Take Clustering and Nesting into Account Likely Lead to p-Values that Are Too Small. Child Obes. 2020 03; 16(2):65-66.
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Vaughn AE, Studts CR, Powell BJ, Ammerman AS, Trogdon JG, Curran GM, Hales D, Willis E, Ward DS. The impact of basic vs. enhanced Go NAPSACC on child care centers' healthy eating and physical activity practices: protocol for a type 3 hybrid effectiveness-implementation cluster-randomized trial. Implement Sci. 2019 12 05; 14(1):101.
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Kirby MA, Nagel CL, Rosa G, Zambrano LD, Musafiri S, Ngirabega JD, Thomas EA, Clasen T. Effects of a large-scale distribution of water filters and natural draft rocket-style cookstoves on diarrhea and acute respiratory infection: A cluster-randomized controlled trial in Western Province, Rwanda. PLoS Med. 2019 06; 16(6):e1002812.
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Mao XW, Nishiyama NC, Byrum SD, Stanbouly S, Jones T, Drew A, Sridharan V, Boerma M, Tackett AJ, Zawieja D, Willey JS, Delp M, Pecaut MJ. Characterization of mouse ocular response to a 35-day spaceflight mission: Evidence of blood-retinal barrier disruption and ocular adaptations. Sci Rep. 2019 06 03; 9(1):8215.
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Vargason T, Frye RE, McGuinness DL, Hahn J. Clustering of co-occurring conditions in autism spectrum disorder during early childhood: A retrospective analysis of medical claims data. Autism Res. 2019 08; 12(8):1272-1285.
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Charalambous A, Berger AM, Matthews E, Balachandran DD, Papastavrou E, Palesh O. Cancer-related fatigue and sleep deficiency in cancer care continuum: concepts, assessment, clusters, and management. Support Care Cancer. 2019 Jul; 27(7):2747-2753.
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Owen RR, Woodward EN, Drummond KL, Deen TL, Oliver KA, Petersen NJ, Meit SS, Fortney JC, Kirchner JE. Using implementation facilitation to implement primary care mental health integration via clinical video telehealth in rural clinics: protocol for a hybrid type 2 cluster randomized stepped-wedge design. Implement Sci. 2019 03 21; 14(1):33.
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Carney PA, Hatch B, Stock I, Dickinson C, Davis M, Larsen R, Valenzuela S, Marino M, Darden PM, Gunn R, Ferrara L, Fagnan LJ. A stepped-wedge cluster randomized trial designed to improve completion of HPV vaccine series and reduce missed opportunities to vaccinate in rural primary care practices. Implement Sci. 2019 03 14; 14(1):30.
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Warner DO, Chelonis JJ, Paule MG, Frank RD, Lee M, Zaccariello MJ, Katusic SK, Schroeder DR, Hanson AC, Schulte PJ, Wilder RT, Sprung J, Flick RP. Performance on the Operant Test Battery in young children exposed to procedures requiring general anaesthesia: the MASK study. Br J Anaesth. 2019 Apr; 122(4):470-479.
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Gust KA, Chaitankar V, Ghosh P, Wilbanks MS, Chen X, Barker ND, Pham D, Scanlan LD, Rawat A, Talent LG, Quinn MJ, Vulpe CD, Elasri MO, Johnson MS, Perkins EJ, McFarland CA. Multiple environmental stressors induce complex transcriptomic responses indicative of phenotypic outcomes in Western fence lizard. BMC Genomics. 2018 Dec 05; 19(1):877.
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Cheney AM, Koenig CJ, Miller CJ, Zamora K, Wright P, Stanley R, Fortney J, Burgess JF, Pyne JM. Veteran-centered barriers to VA mental healthcare services use. BMC Health Serv Res. 2018 07 31; 18(1):591.
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Park YM, Choi MK, Lee SS, Shivappa N, Han K, Steck SE, H?bert JR, Merchant AT, Sandler DP. Dietary inflammatory potential and risk of mortality in metabolically healthy and unhealthy phenotypes among overweight and obese adults. Clin Nutr. 2019 04; 38(2):682-688.
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Sanchez-Lopez J, Silva-Pereyra J, Fern?ndez T, Alatorre-Cruz GC, Castro-Chavira SA, Gonz?lez-L?pez M, S?nchez-Moguel SM. High levels of incidental physical activity are positively associated with cognition and EEG activity in aging. PLoS One. 2018; 13(1):e0191561.
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Rahmatallah Y, Khaidakov M, Lai KK, Goyne HE, Lamps LW, Hagedorn CH, Glazko G. Platform-independent gene expression signature differentiates sessile serrated adenomas/polyps and hyperplastic polyps of the colon. BMC Med Genomics. 2017 12 28; 10(1):81.
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Mazor M, Cataldo JK, Lee K, Dhruva A, Cooper B, Paul SM, Topp K, Smoot BJ, Dunn LB, Levine JD, Conley YP, Miaskowski C. Differences in symptom clusters before and twelve months after breast cancer surgery. Eur J Oncol Nurs. 2018 Feb; 32:63-72.
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Ward Sullivan C, Leutwyler H, Dunn LB, Miaskowski C. A review of the literature on symptom clusters in studies that included oncology patients receiving primary or adjuvant chemotherapy. J Clin Nurs. 2018 Feb; 27(3-4):516-545.
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Moncrieffe H, Bennett MF, Tsoras M, Luyrink LK, Johnson AL, Xu H, Dare J, Becker ML, Prahalad S, Rosenkranz M, O'Neil KM, Nigrovic PA, Griffin TA, Lovell DJ, Grom AA, Medvedovic M, Thompson SD. Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate. Rheumatology (Oxford). 2017 09 01; 56(9):1542-1551.
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Cavalli FMG, Remke M, Rampasek L, Peacock J, Shih DJH, Luu B, Garzia L, Torchia J, Nor C, Morrissy AS, Agnihotri S, Thompson YY, Kuzan-Fischer CM, Farooq H, Isaev K, Daniels C, Cho BK, Kim SK, Wang KC, Lee JY, Grajkowska WA, Perek-Polnik M, Vasiljevic A, Faure-Conter C, Jouvet A, Giannini C, Nageswara Rao AA, Li KKW, Ng HK, Eberhart CG, Pollack IF, Hamilton RL, Gillespie GY, Olson JM, Leary S, Weiss WA, Lach B, Chambless LB, Thompson RC, Cooper MK, Vibhakar R, Hauser P, van Veelen MC, Kros JM, French PJ, Ra YS, Kumabe T, L?pez-Aguilar E, Zitterbart K, Sterba J, Finocchiaro G, Massimino M, Van Meir EG, Osuka S, Shofuda T, Klekner A, Zollo M, Leonard JR, Rubin JB, Jabado N, Albrecht S, Mora J, Van Meter TE, Jung S, Moore AS, Hallahan AR, Chan JA, Tirapelli DPC, Carlotti CG, Fouladi M, Pimentel J, Faria CC, Saad AG, Massimi L, Liau LM, Wheeler H, Nakamura H, Elbabaa SK, Perezpe?a-Diazconti M, Chico Ponce de Le?n F, Robinson S, Zapotocky M, Lassaletta A, Huang A, Hawkins CE, Tabori U, Bouffet E, Bartels U, Dirks PB, Rutka JT, Bader GD, Reimand J, Goldenberg A, Ramaswamy V, Taylor MD. Intertumoral Heterogeneity within Medulloblastoma Subgroups. Cancer Cell. 2017 06 12; 31(6):737-754.e6.
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Byrum SD, Burdine MS, Orr L, Mackintosh SG, Authier S, Pouliot M, Hauer-Jensen M, Tackett AJ. Time- and radiation-dose dependent changes in the plasma proteome after total body irradiation of non-human primates: Implications for biomarker selection. PLoS One. 2017; 12(3):e0174771.
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Sherer M, Nick TG, Sander AM, Melguizo M, Hanks R, Novack TA, Tulsky D, Kisala P, Luo C, Tang X. Groupings of Persons With Traumatic Brain Injury: A New Approach to Classifying Traumatic Brain Injury in the Post-Acute Period. J Head Trauma Rehabil. 2017 Mar/Apr; 32(2):125-133.
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Buckberry S, Bianco-Miotto T, Bent SJ, Clifton V, Shoubridge C, Shankar K, Roberts CT. Placental transcriptome co-expression analysis reveals conserved regulatory programs across gestation. BMC Genomics. 2017 01 03; 18(1):10.
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Rothfeldt LL, Patil N, Haselow DT, Williams SH, Wheeler JG, Mukasa LN. Notes from the Field: Cluster of Tuberculosis Cases Among Marshallese Persons Residing in Arkansas - 2014-2015. MMWR Morb Mortal Wkly Rep. 2016 Aug 26; 65(33):882-3.
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Babbin SF, Stanger C, Scherer EA, Budney AJ. Identifying treatment response subgroups for adolescent cannabis use. Addict Behav. 2016 08; 59:72-9.
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Bornstein MH, Putnick DL, Bradley RH, Deater-Deckard K, Lansford JE. GENDER IN LOW- AND MIDDLE-INCOME COUNTRIES: INTRODUCTION Monogr Soc Res Child Dev. 2016 03; 81(1):7-23.
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Rusk A, Highfield L, Wilkerson JM, Harrell M, Obala A, Amick B. Spatial distribution and cluster analysis of retail drug shop characteristics and antimalarial behaviors as reported by private medicine retailers in western Kenya: informing future interventions. Int J Health Geogr. 2016 Feb 19; 15:9.
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Zheng Y, Ding Y, Sun X, Xie S, Wang D, Liu X, Su L, Wei W, Pan L, Zhou DX. Histone deacetylase HDA9 negatively regulates salt and drought stress responsiveness in Arabidopsis. J Exp Bot. 2016 Mar; 67(6):1703-13.
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Kirby TJ, Walton RG, Finlin B, Zhu B, Unal R, Rasouli N, Peterson CA, Kern PA. Integrative mRNA-microRNA analyses reveal novel interactions related to insulin sensitivity in human adipose tissue. Physiol Genomics. 2016 Feb; 48(2):145-53.
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Osei AK, Pandey P, Spiro D, Adhikari D, Haselow N, De Morais C, Davis D. Adding multiple micronutrient powders to a homestead food production programme yields marginally significant benefit on anaemia reduction among young children in Nepal. Matern Child Nutr. 2015 Dec; 11 Suppl 4:188-202.
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Zheng J, Wang J, Pouliot M, Authier S, Zhou D, Loose DS, Hauer-Jensen M. Gene expression profiling in non-human primate jejunum, ileum and colon after total-body irradiation: a comparative study of segment-specific molecular and cellular responses. BMC Genomics. 2015 Nov 21; 16:984.
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Hajdari A, Mustafa B, Nebija D, Miftari E, Quave CL, Novak J. Chemical Composition of Juniperus communis L. Cone Essential Oil and Its Variability among Wild Populations in Kosovo. Chem Biodivers. 2015 Nov; 12(11):1706-17.
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Su LJ, Liu YQ, Liu H, Wang Y, Li Y, Lin HM, Wang FQ, Song AD. Linking lignocellulosic dietary patterns with gut microbial Enterotypes of Tsaitermes ampliceps and comparison with Mironasutitermes shangchengensis. Genet Mol Res. 2015 Oct 30; 14(4):13954-67.
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Xu HM, Kong XD, Chen F, Huang JX, Lou XY, Zhao JY. Transcriptome analysis of Brassica napus pod using RNA-Seq and identification of lipid-related candidate genes. BMC Genomics. 2015 Oct 24; 16:858.
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Ranjbaran M, Smith HL, Galiana HL. Automatic Classification of the Vestibulo-Ocular Reflex Nystagmus: Integration of Data Clustering and System Identification. IEEE Trans Biomed Eng. 2016 Apr; 63(4):850-8.
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Ho SM, Cheong A, Lam HM, Hu WY, Shi GB, Zhu X, Chen J, Zhang X, Medvedovic M, Leung YK, Prins GS. Exposure of Human Prostaspheres to Bisphenol A Epigenetically Regulates SNORD Family Noncoding RNAs via Histone Modification. Endocrinology. 2015 Nov; 156(11):3984-95.
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Espinoza-Valles I, Vora GJ, Lin B, Leekitcharoenphon P, Gonz?lez-Castillo A, Ussery D, H?j L, Gomez-Gil B. Unique and conserved genome regions in Vibrio harveyi and related species in comparison with the shrimp pathogen Vibrio harveyi CAIM 1792. Microbiology (Reading). 2015 Sep; 161(9):1762-1779.
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Brown AW, Li P, Bohan Brown MM, Kaiser KA, Keith SW, Oakes JM, Allison DB. Best (but oft-forgotten) practices: designing, analyzing, and reporting cluster randomized controlled trials. Am J Clin Nutr. 2015 Aug; 102(2):241-8.
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Vathipadiekal V, Wang V, Wei W, Waldron L, Drapkin R, Gillette M, Skates S, Birrer M. Creation of a Human Secretome: A Novel Composite Library of Human Secreted Proteins: Validation Using Ovarian Cancer Gene Expression Data and a Virtual Secretome Array. Clin Cancer Res. 2015 Nov 01; 21(21):4960-9.
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