List of publications

List of Publications

I. Peer-Reviewed Journals

[Full texts available by clicking on the hyperlinks]

107. Duggan MR, Yang S, Gomez GT, Cui Y, Capuano AW, Chen J, Yang Z, Wen J, Erus G, Drouin SM, Zweibaum D, Tian Q, Candia J, Bilgel M, Lewis A, Moghekar A, Ashton NJ, Kac PR, Karikari TK, Blennow K, Zetterberg H, Maher BS, Spira AP, Dumitrescu L, Hohman TJ, Gottesman RF, Davatzikos C, Bennett DA, Coresh J, Ferrucci L, Resnick SM, Yolken R, Walker KA, Proteomic signatures of corona and herpes viral antibodies identify IGDCC4 as a mediator of neurodegeneration (under review).

106. Ubaida-Mohien C, Moaddel R, Spendiff S, MacMillan NJ, Filion ME, Morais JA, Candia J, Fitzgerald LF, Taivassalo T, Coen PM, Ferrucci L, Hepple RT, Serum Proteomic and Metabolomic Signatures of High versus Low Physical Function in Octogenarians (under review).

105. Franchi MV, Candia J, Sarto F, Sirago G, Valli G, Paganini M, Hartnell L, Giacomello E, Toniolo L, Monti E, Nogara L, Moro T, Paoli A, Murgia M, Brocca L, Pellegrino MA, Grassi B, Bottinelli R, De Vito G, Ferrucci L, Narici MV, Previous short-term disuse dictates muscle gene expression and physiological adaptations to subsequent resistance exercise (under review).

104. Moaddel R*, Candia J*, Ubaida-Mohien C*, Tanaka T, Moore AZ, Zhu M, Fantoni G, Church S, D’Agostino J, Fan J, Shehadeh N, De S, Lehrmann E, Kaileh M, Simonsick E, Sen R, Egan JM, Ferrucci L, Healthy Aging Signatures Across Multiple Physiological Compartments (*equal contributions, under review).

103. Candia J, Fantoni G, Moaddel R, Delgado-Peraza F, Shehadeh N, Tanaka T, Ferrucci L, Effects of in vitro hemolysis and repeated freeze-thaw cycles in protein abundance quantification using the SomaScan and Olink assays, DOI:10.1101/2024.09.21.613295 (under review).

102. Ma L, Hung MH, Mehrabadi FR, Wang L, Li Q, Forgues M, Wang KC, Budhu A, Candia J, Chaisaingmongkol J, Rabibhadana S, Pupacdi B, Ruchirawat M, Wang XW, Beneficial infections of the enterovirus genus in patients with liver cancer (under review).

101. Olinger B, Banarjee R, Dey A, Tsitsipatis D, Tanaka T, Ram A, Nyunt T, Daya G, Peng Z, Cui L, Candia J, Simonsick EM, Gorospe M, Walker KA, Ferrucci L, Basisty N, A plasma proteomic signature links secretome of senescent monocytes to aging- and obesity-related clinical outcomes in humans, DOI:10.1101/2024.08.01.24311368 (under review).

100. Candia J, Fantoni G, Delgado-Peraza F, Shehadeh N, Tanaka T, Moaddel R, Walker KA, Ferrucci L, Variability of 7K and 11K SomaScan plasma proteomics assays, Journal of Proteome Research DOI:10.1021/acs.jproteome.4c00667 (2024).

99. Martinez-Romero J, Fernandez ME, Bernier M, Price NL, Mueller W, Candia J, Camandola S, Meirelles O, Hu Y-H, Li Z, Asefa N, Deighan A, Vieira Ligo Teixeira C, Palliyaguru DL, Serrano C, Escobar-Velasquez N, Dickinson S, Shiroma EJ, Ferrucci L, Churchill GA, Allison DB, Launer LJ, de Cabo R, SLAM Investigators, A hematology-based clock derived from the Study of Longitudinal Aging in Mice to estimate biological age, Nature Aging DOI:10.1038/s43587-024-00728-7 (2024).

98. Apps R*, Biancotto A*, Candia J*, Kotliarov K*, Perl S, Cheung F, Farmer R, Mulè MP, Rachmaninoff N, Chen J, Martins AJ, Shi R, Zhou H, Bansal N, Schum P, Olnes MJ, Milanez-Almeida P, Han KL, Sellers B, Cortese M, Hagan T, Rouphael N, Pulendran B, King L, Manischewitz J, Khurana S, Golding H, van der Most RG, Dickler HB, Germain RN, Schwartzberg PL, Tsang JS, Acute and persistent responses after H5N1 vaccination in humans, Cell Reports 43:114706 (2024) (*equal contributions, listed alphabetically).

97. Duggan MR, Peng Z, Sipilä PN, Lindbohm JV, Chen J, Lu Y, Davatzikos C, Erus G, Hohman TJ, Andrews SJ, Candia J, Tanaka T, Joynes CM, Alvarado CX, Nalls MA, Cordon J, Daya GN, An Y, Lewis A, Moghekar A, Palta P, Coresh J, Ferrucci L, Kivimäki M, Walker KA, Proteomics identifies potential immunological drivers of post-infection brain atrophy and cognitive decline, Nature Aging 4:1263 (2024).

96. Duggan MR, Gomez GT, Joynes CM, Bilgel M, Chen J, Fattorelli N, Hohman TJ, Mancuso R, Cordon J, Castellano T, Koran MEI, Candia J, Lewis A, Moghekar A, Ashton NJ, Kac PR, Karikari TK, Blennow K, Zetterberg H, Martinez-Muriana A, De Strooper B, Thambisetty M, Ferrucci L, Gottesman RF, Coresh J, Resnick SM, Walker KA, Proteome-wide analysis identifies plasma immune regulators of amyloid-beta progression, Brain, Behavior, and Immunity 120:604 (2024).

95. Candia J, Ferrucci L, Assessment of Gene Set Enrichment Analysis using curated RNA-seq-based benchmarks, PLoS ONE 19:e0302696 (2024).

94. Kacar Z, Slud E, Levy D, Candia J, Budhu A, Forgues M, Wu X, Raziuddin A, Tran B, Shetty J, Pomyen Y, Chaisaingmongkol J, Rabibhadana S, Pupacdi B, Bhudhisawasdi V, Lertprasertsuke N, Auewarakul C, Sangrajrang S, Mahidol C, Ruchirawat M, Wang XW, Characterization of tumor evolution by functional clonality and phylogenetics in hepatocellular carcinoma, Communications Biology 7:383 (2024).

93. Roberts JA, Basu-Roy S, Shin J, Varma VR, Williamson A, Blackshear C, Griswold ME, Candia J, Elango P, Karikkinneth AC, Tanaka T, Ferrucci L, Thambisetty M, Serum proteomic signatures of common health outcomes among older adults, Gerontology 70:269 (2024).

92. Moaddel R, Ubaida-Mohien C, Tanaka T, Tian Q, Candia J, Moore AZ, Lovett J, Fantoni G, Shehadeh N, Turek L, Collingham V, Kaileh M, Chia CW, Sen R, Egan JM, Ferrucci L, Cross-sectional analysis of healthy individuals across decades: aging signatures across multiple physiological compartments, Aging Cell 23:e13902 (2024).

91. Dark HE, Paterson C, Daya GN, Peng Z, Duggan MR, Bilgel M, An Y, Moghekar A, Davatzikos C, Resnick SM, Loupy K, Simpson M, Candia J, Mosley T, Coresh J, Palta P, Ferrucci L, Shapiro A, Williams SA, Walker KA, Proteomic indicators of health predict Alzheimer's disease biomarker levels and dementia risk, Annals of Neurology 95:260 (2024).

90. Panigrahi G, Candia J, Dorsey TH, Tang W, Ohara Y, Byun JS, Minas TZ, Zhang A, Ajao A, Cellini A, Yfantis HG, Flis AL, Mann D, Ioffe O, Wang XW, Liu H, Loffredo CA, Napoles AM, Ambs S, Diabetes-associated breast cancer is molecularly distinct and shows a DNA damage repair deficiency, JCI Insight 8:e170105 (2023).

89. Huth T, Dreher EC, Lemke S, Fritzsche S, Sugiyanto RN, Castven D, Ibberson D, Sticht C, Eiteneuer E, Jauch A, Pusch S, Albrecht T, Goeppert B, Candia J, Wang XW, Ji J, Marquardt JU, Nahnsen S, Schirmacher P, Roessler S, Chromosome 8p engineering reveals increased metastatic potential targetable by patient-specific synthetic lethality in liver cancer, Science Advances 9:eadh1442 (2023).

88. Tin A, Fohner AE, Yang Q, Brody JA, Davies G, Yao J, Liu D, Caro I, Lindbohm JV, Duggan MR, Meirelles O, Harris SE, Gudmundsdottir V, Taylor AM, Henry A, Beiser AS, Shojaie A, Coors A, Fitzpatrick AL, Langenberg C, Satizabal CL, Sitlani CM, Wheeler E, Tucker-Drob EM, Bressler J, Coresh J, Bis JC, Candia J, Jennings LL, Pietzner M, Lathrop M, Lopez OL, Redmond P, Gerszten RE, Rich SS, Heckbert SR, Austin TR, Hughes TM, Tanaka T, Emilsson V, Vasan RS, Guo X, Zhu Y, Tzourio C, Rotter JI, Walker KA, Ferrucci L, Kivimäki M, Breteler MMB, Cox SR, Debette S, Mosley TH, Gudnason VG, Launer LJ, Psaty BM, Seshadri S, Fornage M, Identification of circulating proteins associated with general cognitive function among middle-aged and older adults, Communications Biology 6:1117 (2023).

87. Cordon J, Duggan MR, Gomez GT, Pucha A, Peng Z, Dark HE, Davatzikos C, Erus G, Lewis A, Moghekar A, Candia J, Ferrucci L, Kapogiannis D, Walker KA, Identification of clinically relevant brain endothelial cell biomarkers in plasma, Stroke 54:2853 (2023).

86. Roy R, Kuo P-L, Candia J, Sarantopoulou D, Ubaida-Mohien C, Hernandez D, Kaileh M, Arepalli S, Singh A, Bektas A, Kim J, Moore AZ, Tanaka T, McKelvey J, Zukley L, Nguyen C, Wallace T, Dunn C, Wood W, Piao Y, Coletta C, De S, Sen JM, Weng N, Sen R, Ferrucci L, Epigenetic signature of human immune aging in the GESTALT study, eLife 12:e86136 (2023).

85. Das JK, Banskota N, Candia J, Griswold ME, Orenduff M, de Cabo R, Corcoran DL, Das SK, De S, Huffman KM, Kraus VB, Kraus WE, Martin CK, Racette SB, Redman LM, Schilling B, Belsky DW, Ferrucci L, Calorie restriction modulates the transcription of genes related to stress response and longevity in human muscle: The CALERIE study, Aging Cell 22:e13963 (2023).

84. Minas TZ, Lord BD, Zhang AL, Candia J, Dorsey TH, Baker FS, Tang W, Bailey-Whyte M, Smith CJ, Obadi OM, Ajao A, Jordan SV, Tettey Y, Biritwum RB, Adjei AA, Mensah JE, Hoover RN, Hsing AW, Liu J, Loffredo CA, Yates C, Cook MB, Ambs S, Circulating trans fatty acids are associated with prostate cancer in Ghanaian and American men, Nature Communications 14:4322 (2023).

83. Roberts J, Varma VR, Candia J, Tanaka T, Ferrucci L, Bennett DA, Thambisetty M, Unbiased proteomics and multivariable regularized regression techniques identify SMOC1, NOG, APCS, and NTN1 in an Alzheimer's disease brain proteomic signature, npj Aging 9:18 (2023).

82. Osawa Y, Candia J, Abe Y, Tajima T, Oguma Y, Arai Y, Plasma amino acid signature for sarcopenic phenotypes in community-dwelling octogenarians: Results from the Kawasaki Aging Wellbeing Project, Experimental Gerontology 178:112230 (2023).

81. Ferrucci L, Candia J, Ubaida-Mohien C, Lyashkov A, Banskota N, Leeuwenburgh C, Wohlgemuth S, Guralnik JM, Kaileh M, Zhang D, Sufit R, De S, Gorospe M, Munk R, Peterson CA, McDermott MM, Transcriptomic and proteomic of gastrocnemius muscle in peripheral artery disease, Circulation Research 132:1428 (2023) [Editorial: Jain I, Oropeza BP, Huang NF, Multiomics Analyses of Peripheral Artery Disease Muscle Biopsies, Circulation Research 132:1444 (2023).]

80. Sirago G, Candia J, Franchi MV, Sarto F, Monti E, Toniolo L, Reggiani C, Giacomello E, Zampieri S, Hartnell LM, De Vito G, Sandri M, Ferrucci L, Narici MV, Upregulation of sarcolemmal hemichannels and inflammatory transcripts with neuromuscular junction instability during lower limb unloading in humans, Biology 12:431 (2023).

79. Tanaka T, Talegawkar SA, Jin Y, Candia J, Fantoni G, Bandinelli S, Ferrucci L, Proteomic mediators of overall cardiovascular health on all-cause mortality, Nutrients 15:781 (2023).

78. Cheung F, Apps R, Dropulic D, Kotliarov Y, Chen J, Jordan T, Langweiler M, Candia J, Biancotto A, Han KL, Rachmaninoff N, Pietz H, Wang K, Tsang JS, Jeffrey I. Cohen, Sex and prior exposure jointly shape innate immune responses to a live herpesvirus vaccine, eLife 12:e80652 (2023).

77. Candia J, Daya GN, Tanaka T, Ferrucci L, Walker KA, Assessment of Variability in the Plasma 7k SomaScan Proteomics Assay, Scientific Reports 12:17147 (2022).

76. Sarto F, Stashuk DW, Franchi MV, Monti E, Zampieri S, Valli G, Sirago G, Candia J, Hartnell LM, Paganini M, McPhee JS, De Vito G, Ferrucci L, Reggiani C, Narici MV, Effects of short-term unloading and active recovery on human motor unit properties, neuromuscular junction transmission and transcriptomic profile, Journal of Physiology 600:4731 (2022).

75. Wang L*, Candia J*, Ma L*, Zhao Y*, Imberti L, Sottini A, Quiros-Roldan E, Dobbs K, Burbelo PD, Cohen JI, Delmonte OM, Forgues M, Liu H, Matthews HF, Shaw E, Stack MA, Weber S, Zhang Y, Lisco A, Sereti I, Su HC, Notarangelo LD, Wang XW, Serological responses to human virome define clinical outcomes of Italian patients infected with SARS-CoV-2, Int J Biol Sci 18:5591 (2022) (*equal contributions).

74. Tanaka T, Talegawkar SA, Jin Y, Candia J, Tian Q, Moaddel R, Simonsick EM, Ferrucci L, Metabolomic profile of different dietary patterns and their association with frailty index in community-dwelling older men and women, Nutrients 14:2237 (2022).

73. Pat N, Wang Y, Bartonicek A, Candia J, Stringaris A, Explainable Machine Learning Approach to Predict and Explain the Relationship between Task-based fMRI and Individual Differences in Cognition, Cerebral Cortex 1-22 (2022).

72. Osawa Y, Tanaka T, Semba RD, Fantoni G, Moaddel R, Candia J, Simonsick EM, Bandinelli S, Ferrucci L, Plasma growth and differentiation factor 15 predict longitudinal changes in bone parameters in women, but not in men, J Gerontol A Biol Sci Med Sci XX,1-8 (2022).

71. Minas TZ*, Candia J*, Dorsey TH, Baker F, Tang W, Kiely M, Smith CJ, Zhang AL, Jordan SV, Obadi OM, Ajao A, Tettey Y, Biritwum RB, Adjei AA, Mensah JE, Hoover RN, Jenkins FJ, Kittles R, Hsing AW, Wang XW, Loffredo CA, Yates C, Cook MB, Ambs S, Serum proteomics links suppression of tumor immunity to ancestry and lethal prostate cancer, Nature Communications 13:1759 (2022) (*equal contributions).

70. Osawa Y, Tanaka T, Semba RD, Fantoni G, Moaddel R, Candia J, Simonsick EM, Bandinelli S, Ferrucci L, Proteins in the pathway from high red blood cell width distribution to all-cause mortality, EBioMedicine 76:103816 (2022).

69. Yamaguchi Y, Zampino M, Tanaka T, Bandinelli S, Moaddel R, Fantoni G, Candia J, Ferrucci L, Semba RD, The plasma proteome fingerprint associated with circulating carotenoids and retinol in older adults, Journal of Nutrition 152:40 (2022).

68. Roberts JA, Varma VR, An Y, Varma S, Candia J, Fantoni G, Tiwari V, Anerillas C, Williamson A, Saito A, Loeffler T, Schilcher I, Moaddel R, Khadeer M, Lovett J, Tanaka T, Pletnikova O, Troncoso JC, Bennett DA, Albert MS, Yu K, Niu M, Haroutunian V, Zhang B, Peng J, Croteau DL, Resnick SM, Gorospe M, Bohr VA, Ferrucci L, Thambisetty M, A Brain Proteomic Signature of Incipient Alzheimer's Disease in Young APOE ε4 Carriers Identifies Novel Drug Targets, Science Advances 7:eabi8178 (2021).

67. Ma L, Wang L, Khatib SA, Chang C-W, Heinrich S, Dominguez DA, Forgues M, Candia J, Hernandez MO, Kelly M, Zhao Y, Tran B, Hernandez JM, Davis JL, Kleiner DE, Wood BJ, Greten TF, Wang XW, Single-cell atlas of tumor cell evolution in response to therapy in hepatocellular carcinoma and intrahepatic cholangiocarcinoma, Journal of Hepatology 75:1397 (2021).

66. Landino K, Tanaka T, Fantoni G, Candia J, Bandinelli S, Ferrucci L, Characterization of the plasma proteomic profile of frailty phenotype, GeroScience 43:1029 (2021).

65. Han K, Singh K, Rodman MJ, Hassanzadeh S, Baumer Y, Huffstutler RD, Chen J, Candia J, Cheung F, Stagliano KER, Pirooznia M, Powell-Wiley TM, Sack MN, Identification and Validation of Nutrient State-Dependent Serum Protein Mediators of Human CD4+ T Cell Responsiveness, Nutrients 13:1492 (2021).

64. Matsuda K, Migueles SA, Huang J, Bolkhovitinov L, Stuccio S, Griesman T, Pullano AA, Kang BH, Ishida E, Zimmerman M, Kashyap N, Martins KM, Stadlbauer D, Pederson J, Patamawenu A, Wright N, Shofner T, Evans S, Liang CJ, Candia J, Biancotto A, Fantoni G, Poole A, Smith J, Alexander J, Gurwith M, Krammer F, Connors M, A Replication Competent Adenovirus-Vectored Influenza Vaccine Induces Durable Systemic and Mucosal Immunity, Journal of Clinical Investigation 131:e140794 (2021).

63. Zampino M, Tanaka T, Ubaida-Mohien C, Fantoni G, Candia J, Semba R, Ferrucci L, A plasma proteomic signature of skeletal muscle mitochondrial function, International Journal of Molecular Sciences 21:9540 (2020).

62. Tanaka T, Basisty N, Fantoni G, Candia J, Moore AZ, Biancotto A, Schilling B, Bandinelli S, Ferrucci L, Plasma proteomic biomarker signature of age predicts health and life span, eLife 9:e61073 (2020).

61. Candia J*, Bayarsaikhan E*, Tandon M*, Budhu A, Forgues M, Tovuu L-O, Tudev U, Lack J, Chao A, Chinburen J, Wang XW, The genomic landscape of Mongolian hepatocellular carcinoma, Nature Communications 11:4383 (2020) (*equal contributions).

60. Liu J, Tang W, Budhu A, Forgues M, Hernandez MO, Candia J, Kim Y, Bowman ED, Ambs S, Zhao Y, Tran B, Wu X, Koh C, Surana P, Liang TJ, Guarnera M, Mann D, Rajaure M, Greten TF, Wang Z, Yu H, Wang XW, A Viral Exposure Signature Defines Early Onset of Hepatocellular Carcinoma, Cell 182:1-12 (2020).

59. Tanaka T, Lavery R, Varma V, Fantoni G, Colpo M, Thambisetty M, Candia J, Resnick SM, Bennett DA, Biancotto A, Bandinelli S, Ferrucci L, Plasma proteomic signatures predict dementia and cognitive impairment, Alzheimer's & Dementia: Translational Research & Clinical Interventions e12018 (2020).

58. Osawa Y, Semba RD, Fantoni G, Candia J, Biancotto A, Tanaka T, Bandinelli S, Ferrucci L, Plasma proteomic signature of the risk of developing mobility disability: A 9-year follow-up, Aging Cell e13132 (2020).

57. Celik H, Lindblad K, Popescu B, Gui G, Goswami M, Valdez J, DeStefano C, Lai C, Thompson J, Ghannam J, Fantoni G, Biancotto A, Candia J, Cheung F, Sukumar G, Dalgard C, Smith R, Larochelle A, Dillon L, Hourigan C, Highly multiplexed proteomic assessment of human bone marrow in acute myeloid leukemia, Blood Advances 4:367 (2020).

56. Semba RD, Gonzalez-Freire M, Tanaka T, Biancotto A, Zhang P, Shardell M, Moaddel R, CHI Consortium, Ferrucci L, Elevated Plasma Growth and Differentiation Factor 15 Is Associated With Slower Gait Speed and Lower Physical Performance in Healthy Community-Dwelling Adults, J Gerontol A Biol Sci Med Sci 75:175-180 (2020).

55. Cheung F, CHI Consortium, A Figure One Web Tool for Visualization of Experimental Designs, Journal of Open Research Software 8:6 (2020).

54. Karmaus PWF, Shi M, Perl S, Biancotto A, Candia J, Cheung F, Kotliarov Y, Young NS, Fessler MB, CHI Consortium, Effects of rosuvastatin on the immune system in healthy volunteers with normal serum cholesterol, JCI Insight 4:e131530 (2019).

53. Lee BH, Kelly G, Bradford S, Davila M, Guo XV, Amir EAD, Thrash EM, Solga MD, Lannigan J, Sellers B, Candia J, Tsang J, Montgomery RR, Tamaki SJ, Sigdel TK, Sarwal MM, Lanier LL, Tian Y, Kim C, Hinz D, Peters B, Sette A, Rahman AH, A Modified Injector and Sample Acquisition Protocol Can Improve Data Quality and Reduce Inter-Instrument Variability of the Helios Mass Cytometer, Cytometry Part A 95A:1019-1030 (2019).

52. Candia J, Tsang JS, eNetXplorer: an R package for the quantitative exploration of elastic net families for generalized linear models, BMC Bioinformatics 20:189 (2019).

51. Ciucci T, Vacchio MS, Gao Y, Tomassoni Ardori F, Candia J, Mehta M, Zhao Y, Tran B, Pepper M, Tessarollo L, McGavern DB, Bosselut R, The emergence and functional fitness of memory CD4+ T cells require the transcription factor Thpok, Immunity 50:91-105 (2019).

50. Brown D, Zingone A, Yu Y, Zhu B, Candia J, Cao L, Ryan BM, Relationship between circulating inflammation proteins and lung cancer diagnosis in the National Lung Screening Trial, Cancer Epidemiology, Biomarkers & Prevention 28(1):110-118 (2019).

49. Shen Y, Kubben N, Candia J, Morozov AV, Misteli T, Losert W, RefCell: Multi-dimensional analysis of image-based high-throughput screens based on 'typical cells' , BMC Bioinformatics 19:427 (2018).

48. Giudice V, Biancotto A, Wu Z, Cheung F, Candia J, Fantoni G, Kajigaya S, Rios O, Townsley D, Feng X, Young NS, Aptamer-based proteomics of serum and plasma in acquired aplastic anemia, Experimental Hematology 68:38-50 (2018).

47. Khurana S, Coyle EM, Manischewitz J, King LR, Gao J, Germain RN, Schwartzberg PL, Tsang JS, Golding H, CHI Consortium, AS03-adjuvanted H5N1 vaccine promotes antibody diversity and affinity maturation, NAI titers, cross-clade H5N1 neutralization, but not H1N1 cross-subtype neutralization, npj Vaccines 3:40 (2018).

46. Chen J, Cheung F, Shi R, Zhou H, Lu W, CHI Consortium, PBMC Fixation and Processing for Chromium Single-Cell RNA Sequencing, Journal of Translational Medicine 16:198 (2018).

45. Tanaka T, Biancotto A, Moaddel R, Moore Z, Gonzalez-Freire M, Aon MA, Candia J, Zhang P, Cheung F, Fantoni G, CHI consortium, Semba RD, Ferrucci L, Plasma proteomic signature of age in healthy humans, Aging Cell e12799 (2018).

44. Candia J, Cheung F, Kotliarov Y, Fantoni G, Sellers B, Griesman T, Huang J, Stuccio S, Zingone A, Ryan BM, Tsang JS, Biancotto A, Assessment of Variability in the SOMAscan Assay, Scientific Reports 7:14248 (2017).

43. Cheung F, Fantoni G, Conner M, Sellers BA, Kotliarov Y, Candia J, Stagliano K, Biancotto A, Web Tool for Navigating and Plotting SomaLogic ADAT Files, Journal of Open Research Software 5:20 (2017).

42. Dolatabadi S, Candia J, Akrap N, Vannas C, Tomic TT, Losert W, Landberg G, Aman P, Stahlberg A, Cell cycle and cell size dependent gene expression reveals distinct subpopulations at single-cell level, Frontiers in Genetics 8:1 (2017) [Reprinted in: Pan, X., Wu, S., Weissman, S. M. (Eds) Introduction to Single Cell Omics. Lausanne: Frontiers Media. doi: 10.3389/978-2-88945-920-9, Chapter 3, p.108-118 (2019).]

41. Lau WW, Sparks R, OMiCC Jamboree Working Group, Tsang JS, Meta-analysis of crowdsourced data compendia suggests pan-disease transcriptional signatures of autoimmunity. F1000Research 5:2884 (2016).

40. Chen D, Sarkar S, Candia J, Florczyk SJ, Bodhak S, Driscoll MK, Simon Jr CG, Dunkers JP, Losert W, Machine Learning Based Methodology to Identify Cell Shape Phenotypes Associated with Microenvironmental Cues, Biomaterials 104, 104-118 (2016).

39. Candia J, Cherukuri S, Guo Y, Doshi KA, Banavar JR, Civin CI, Losert W, Uncovering low-dimensional, miR-based signatures of acute myeloid and lymphoblastic leukemias with a machine-learning-driven network approach, Convergent Science Physical Oncology 1, 025002 (2015).

38. Goswami M, McGowan KS, Lu K, Jain N, Candia J, Hensel NF, Tang J, Calvo KR, Battiwalla M, Barrett AJ, Hourigan CS, A multigene array for measurable residual disease detection in AML patients undergoing SCT, Bone Marrow Transplantation 1-10 (2015).

37. Candia J, Banavar JR, Losert W, Understanding Health and Disease with Multidimensional Single-Cell Methods, Journal of Physics: Condensed Matter 26, 073102 (2014).

36. Candia J, Maunu R, Driscoll M, Biancotto A, Dagur P, McCoy Jr JP, Sen HN, Wei L, Maritan A, Cao K, Nussenblatt RB, Banavar JR, Losert W, From Cellular Characteristics to Disease Diagnosis: Uncovering Phenotypes with Supercells, PLoS Computational Biology 9(9): e1003215 (2013).

35. Mazzitello KI, Candia J, Albano EV, Far-from-equilibrium growth of magnetic thin films with Blume-Capel impurities, Physical Review E 91, 042118 (2015).

34. Baglietto G, Albano EV, Candia J, Complex Network Structure of Flocks in the Vicsek Model with Vectorial Noise , International Journal of Modern Physics C 25, 1350095 (2014).

33. Loscar ES, Candia J, Stochastic Resonance and Dynamic First-Order Pseudo-Phase Transitions in the Irreversible Growth of Thin Films under Spatially Periodic Magnetic Fields, Physical Review E 88, 042412 (2013).

32. Baglietto G, Albano EV, Candia J, Complex Network Structure of Flocks in the Standard Vicsek Model , Journal of Statistical Physics 153, 270 (2013).

31. Baglietto G, Albano EV, Candia J, Gregarious vs Individualistic Behavior in Vicsek Swarms and the Onset of First-Order Phase Transitions, Physica A 392, 3240 (2013)

30. Candia J, Albano EV, Nonequilibrium critical behavior of magnetic thin films grown in a temperature gradient, Journal of Statistical Mechanics: Theory and Experiment P08006 (2012)

29. Baglietto G, Albano EV, Candia J, Criticality and the Onset of Ordering in the Standard Vicsek Model, Interface Focus 2, 708 (2012)

28. Mazzitello K, Candia J, Diffusion-Based Density-Equalizing Maps: an Interdisciplinary Approach to Visualizing Homicide Rates and Other Georeferenced Statistical Data, Brazilian Journal of Physics 42, 365 (2012)

27. Candia J, Albano EV, Far-from-equilibrium growth of thin films in a temperature gradient, Physical Review E 84, 050601 (Rapid Communication) (2011)

26. Candia J, Advertising and irreversible opinion spreading in complex social networks, International Journal of Modern Physics C 20, 799 (2009)

25. Candia J, Albano EV, The Magnetic Eden Model, International Journal of Modern Physics C 19, 1617 (2008)

24. Candia J, Mazzitello K, Mass media influence spreading in social networks with community structure, Journal of Statistical Mechanics: Theory and Experiment P07007 (2008)

23. Candia J, González MC, Wang P, Schoenharl T, Madey G, Barabási A-L, Uncovering individual and collective human dynamics from mobile phone records, Journal of Physics A: Mathematical and Theoretical 41, 224015 (2008)

22. Parris PE, Candia J, Kenkre VM, Random walk access times on partially-disordered complex networks: an effective medium theory, Physical Review E 77, 061113 (2008)

21. Candia J, Nonequilibrium opinion spreading on 2D small-world networks, Journal of Statistical Mechanics: Theory and Experiment P09001 (2007)

20. Candia J, Parris PE, Kenkre VM, Transport properties of random walks on scale-free/regular-lattice hybrid networks, Journal of Statistical Physics 129, 323 (2007)

19. Mazzitello K, Candia J, Dossetti V, Effects of mass media and cultural drift in a model for social influence , International Journal of Modern Physics C 18, 1475 (2007)

18. Candia J, Irreversible opinion spreading on scale-free networks, Physical Review E 75, 026110 (2007)

17. Candia J, Irreversible growth of binary mixtures on small-world networks, Physical Review E 74, 031101 (2006)

16. Manías V, Candia J, Albano EV, Corner wetting in a far-from-equilibrium magnetic growth model, European Physical Journal B 47, 563 (2005)

15. Candia J, Detectable neutrino fluxes due to enhanced cosmic ray densities in the Galactic Center region, Journal of Cosmology and Astroparticle Physics 11, 002 (2005)

14. Beacom JF, Candia J, Shower power: Isolating the prompt atmospheric neutrino flux using electron neutrinos, Journal of Cosmology and Astroparticle Physics 11, 009 (2004)

13. Candia J, Roulet E, Diffusion and drift of cosmic rays in highly turbulent magnetic fields, Journal of Cosmology and Astroparticle Physics 10, 007 (2004)

12. Candia J, Albano EV, Order-disorder criticality, wetting, and morphological phase transitions in the irreversible growth of far-from-equilibrium magnetic films, Journal of Magnetism and Magnetic Materials 260, 338 (2003)

11. Candia J, Roulet E, Rigidity dependent knee and cosmic ray induced high energy neutrino fluxes, Journal of Cosmology and Astroparticle Physics 09, 005 (2003)

10. Candia J, Mollerach S, Roulet E, Cosmic ray spectrum and anisotropies from the knee to the second knee, Journal of Cosmology and Astroparticle Physics 05, 003 (2003)

9. Candia J, Albano EV, Quasi-wetting and morphological phase transitions in confined far-from-equilibrium magnetic thin films , Journal of Chemical Physics 117, 6699 (2002)

8. Candia J, Mollerach S, Roulet E, Cosmic ray drift, the second knee and galactic anisotropies , Journal of High Energy Physics 12, 32 (2002)

7. Candia J, Roulet E, Epele LN, Turbulent diffusion and drift in galactic magnetic fields and the explanation of the knee in the cosmic ray spectrum , Journal of High Energy Physics 12, 33 (2002)

6. Candia J, Albano EV, Interfacial phase transitions in a far-from-equilibrium magnetic growth model , Journal of Physics: Condensed Matter 14, 4927 (2002)

5. Candia J, Albano EV, Irreversible growth of a binary mixture confined in a thin film geometry with competing walls , Physical Review Letters 88, 016103 (2002)

4. Candia J, Epele LN, Roulet E, Cosmic ray photodisintegration and the knee of the spectrum , Astroparticle Physics 17, 23 (2002)

3. Candia J, Albano EV, Monte Carlo simulation of the irreversible growth of magnetic thin films , Journal of Applied Physics 90, 5395 (2001)

2. Candia J, Albano EV, Comparative study of an Eden model for the irreversible growth of spins and the equilibrium Ising model , Physical Review E 63, 066127 (2001)

1. Candia J, Albano EV, Non-equilibrium wetting transition in a magnetic Eden model , European Physical Journal B 16, 531 (2000)

II. Book Chapters

3. Candia J, SomaScan Bioinformatics: Normalization, Quality Control, and Assessment of Pre-Analytical Variation, doi:10.1101/2024.02.09.579724 (preprint). In: Ruiz Romero C, Calamia V, Lourido L (Eds), Protein Arrays: Methods and Applications, Electronic ISSN 1940-6029, Print ISSN 1064-3745, Springer Nature (in press).

2. Candia J, Banavar JR, Losert W, Uncovering Phenotypes with Supercells: Applications to Single-Cell Sequencing. In: X. Wang (Ed.), Single Cell Sequencing and Systems Immunology, Translational Bioinformatics (Vol. 5), ISBN 978-94-017-9752-8, ISBN 978-94-017-9753-5 (eBook), Springer (2015), Chapter 2.

1. Pawling A, Yan P, Candia J, Schoenharl T, Madey G, Anomaly detection in streaming sensor data. Chapter in "Intelligent Techniques for Warehousing and Mining Sensor Network Data", A. Cuzzocrea (Editor), ISBN13: 9781605663289 IGI Global, Hershey PA (2010)

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