Appendix C

References

Berridge, C. W., D. M. Devilbiss, M. E. Andrzejewski, A. F. Arnsten, A. E. Kelley, B. Schmeichel, C. Hamilton, and R. C. Spencer. 2006. Methylphenidate preferentially increases catecholamine neurotransmission within the prefrontal cortex at low doses that enhance cognitive function. Biological Psychiatry 60(10):1111–1120.

Betzel, R. F., L. Byrge, Y. He, J. Goni, X. N. Zuo, and O. Sporns. 2014. Changes in structural and functional connectivity among resting-state networks across the human lifespan. NeuroImage 102(2):345–357.

Bigio, B., A. A. Mathé, V. C. Sousa, D. Zelli, P. Svenningsson, B. S. McEwen, and C. Nasca. 2016. Epigenetics and energetics in ventral hippocampus mediate rapid antidepressant action: Implications for treatment resistance. Proceedings of the National Academy of Sciences 113(28):7906–7911.

Bijsterbosch, J. D., M. W. Woolrich, M. F. Glasser, E. C. Robinson, C. F. Beckmann, D. C. Van Essen, S. J. Harrison, and S. M. Smith. 2018. The relationship between spatial configuration and functional connectivity of brain regions. Elife 7.

Bishop, S. R., M. Lau, S. Shapiro, L. Carlson, N. D. Anderson, J. Carmody, Z. V. Segal, S. Abbey, M. Speca, D. Velting, and G. Devins. 2004. Mindfulness: A proposed operational definition. Clinical Psychology: Science and Practice 11(3):230–241.

Bopp, J. M., D. J. Miklowitz, G. M. Goodwin, W. Stevens, J. M. Rendell, and J. R. Geddes. 2010. The longitudinal course of bipolar disorder as revealed through weekly text messaging: A feasibility study. Bipolar Disorder 12(3):327–334.

Botvinick-Nezer, R., F. Holzmeister, C. F. Camerer, A. Dreber. J. Huber, M. Johannesson, M. Kirchler, R. Iwanir, J. A. Mumford, A. Adcock, et al. 2019. Variability in the analysis of a single neuroimaging dataset by many teams. bioRxiv, published online November 15.

Bremner, J. D., P. Randall, E. Vermetten, L. Staib, R. A. Bronen, C. Mazure, S. Capelli, G. McCarthy, R. B. Innis, and D. S. Charney. 1997. Magnetic resonance imaging-based measurement of hippocampal volume in posttraumatic stress disorder related to childhood physical and sexual abuse—a preliminary report. Biological Psychiatry 41(1):23–32.

Brickman, A. M., N. Schupf, J. J. Manly, J. A. Luchsinger, H. Andrews, M. X. Tang, C. Reitz, S. A. Small, R. Mayeux, C. DeCarli, and T. R. Brown. 2008. Brain morphology in older African Americans, Caribbean Hispanics, and whites from northern Manhattan. Archives of Neurology 65(8):1053–1061.

Brown, S. L., D. M. Smith, R. Schulz, M. U. Kabeto, P. A. Ubel, M. Poulin, J. Yi, C. Kim, and K. M. Langa. 2009. Caregiving behavior is associated with decreased mortality risk. Psychological Science 20(4):488–494.

Bullmore, E., and O. Sporns. 2009. Complex brain networks: Graph theoretical analysis of structural and functional systems. Nature Reviews Neuroscience 10(3):186–198.

Burrows, M., S. M. Rogers, and S. R. Ott. 2011. Epigenetic remodelling of brain, body and behaviour during phase change in locusts. Neural Systems & Circuits 1(1):11.

Button, K. S., J. P. A. Ioannidis, C. Mokrysz, B. A. Nosek, J. Flint, E. S. J. Robinson, and M. R. Munafò. 2013. Power failure: Why small sample size undermines the reliability of neuroscience. Nature Reviews Neuroscience 14(5):365–376.

Cabeza, R., C. L. Grady, L. Nyberg, A. R. McIntosh, E. Tulving, S. Kapur, J. M. Jennings, S. Houle, and F. I. Craik. 1997. Age-related differences in neural activity during memory encoding and retrieval: A positron emission tomography study. Journal of Neuroscience 17(1):391–400.

Cacioppo, J. T., and S. Cacioppo. 2012. The phenotype of loneliness. European Journal of Developmental Psychology 9(4):446–452.

Cacioppo, J. T., and S. Cacioppo. 2014. Social relationships and health: The toxic effects of perceived social isolation. Social and Personality Psychology Compass 8(2):58–72.

Cacioppo, J. T., and S. Cacioppo. 2018a. The growing problem of loneliness. Lancet 391(10119):426.

Cacioppo, J. T., and S. Cacioppo. 2018b. Loneliness in the modern age: An evolutionary theory of loneliness. In Advances in experimental social psychology. Vol. 58, edited by J. M. Olson. Cambridge, MA: Academic Press. Pp. 127–197.

Cacioppo, J. T., and W. Patrick. 2008. Loneliness: Human nature and the need for social connection. The Wall Street Journal. November 28.

Cacioppo, J. T., J. M. Ernst, M. H. Burleson, M. K. McClintock, W. B. Malarkey, L. C. Hawkley, R. B. Kowalewski, A. Paulsen, J. A. Hobson, K. Hugdahl, D. Spiegel, and G. G. Berntson. 2000. Lonely traits and concomitant physiological processes: The Macarthur social neuroscience studies. International Journal of Psychophysiology 35(2–3):143–154.

Cacioppo, J. T., L. C. Hawkley, G. G. Berntson, J. M. Ernst, A. C. Gibbs, R. Stickgold, and J. A. Hobson. 2002a. Do lonely days invade the nights? Potential social modulation of sleep efficiency. Psychological Science 13(4):384–387.

Cacioppo, J. T., L. C. Hawkley, L. E. Crawford, J. M. Ernst, M. H. Burleson, R. B. Kowalewski, W. B. Malarkey, E. Van Cauter, and G. G. Berntson. 2002b. Loneliness and health: Potential mechanisms. Psychosomatic Medicine 64(3):407–417.

Cacioppo, J. T., M. E. Hughes, L. J. Waite, L. C. Hawkley, and R. A. Thisted. 2006. Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. Psychology of Aging 21(1):140–151.

Cacioppo, J. T., C. J. Norris, J. Decety, G. Monteleone, and H. Nusbaum. 2009. In the eye of the beholder: Individual differences in perceived social isolation predict regional brain activation to social stimuli. Journal of Cognitive Neuroscience 21(1):83–92.

Cacioppo, J. T., L. C. Hawkley, and R. A. Thisted. 2010. Perceived social isolation makes me sad: 5-year cross-lagged analyses of loneliness and depressive symptomatology in the Chicago health, aging, and social relations study. Psychology and Aging 25(2):453–463.

Cacioppo, J. T., H. T. Reis, and A. J. Zautra. 2011. Social resilience: The value of social fitness with an application to the military. American Psychology 66(1):43–51.

Cacioppo, S. 2018. Neuroscience of salutary close relationships. In The Cambridge handbook of personal relationships, 2nd ed. Cambridge, MA: Cambridge University Press.

Cacioppo, S., C. Frum, E. Asp, R. M. Weiss, J. W. Lewis, and J. T. Cacioppo. 2013. A quantitative meta-analysis of functional imaging studies of social rejection. Scientific Reports 3:2027.

Cacioppo, S., J. P. Capitanio, and J. T. Cacioppo. 2014. Toward a neurology of loneliness. Psychological Bulletin 140(6):1464–1504.

Cacioppo, S., S. Balogh, and J. T. Cacioppo. 2015a. Implicit attention to negative social, in contrast to nonsocial, words in the Stroop task differs between individuals high and low in loneliness: Evidence from event-related brain microstates. Cortex 70:213–233.

Cacioppo, S., A. J. Grippo, S. London, L. Goossens, and J. T. Cacioppo. 2015b. Loneliness: Clinical import and interventions. Perspectives on Psychological Science 10(2):238–249.

Cacioppo, S., M. Bangee, S. Balogh, C. Cardenas-Iniguez, P. Qualter, and J. T. Cacioppo. 2016. Loneliness and implicit attention to social threat: A high-performance electrical neuroimaging study. Journal of Cognitive Neuroscience 7(1–4):138–159.

Callaghan, B. L., and N. Tottenham. 2016. The stress acceleration hypothesis: Effects of early-life adversity on emotion circuits and behavior. Current Opinion in Behavioral Sciences 7:76–81.

Carp, J. 2012. On the plurality of (methodological) worlds: Estimating the analytic flexibility of fMRI experiments. Frontiers in Neuroscience 6:149.

Carrión, V. G., B. W. Haas, A. Garrett, S. Song, and A. L. Reiss. 2010. Reduced hippocampal activity in youth with posttraumatic stress symptoms: An fMRI study. Journal of Pediatric Psychology 35(5):559–569.

Carstensen, L. L., and B. L. Fredrickson. 1998. Influence of HIV status and age on cognitive representations of others. Health and Psychology 17(6):494–503.

Cassady, K., H. Gagnon, P. Lalwani, M. Simmonite, B. Foerster, D. Park, S. J. Peltier, M. Petrou, S. F. Taylor, D. H. Weissman, R. D. Seidler, and T. A. Polk. 2019. Sensorimotor network segregation declines with age and is linked to GABA and to sensorimotor performance. NeuroImage 186:234–244.

Chan, M. Y., D. C. Park, N. K. Savalia, S. E. Petersen, and G. S. Wig. 2014. Decreased segregation of brain systems across the healthy adult lifespan. Proceedings of the National Academy of Sciences 111(46):E4997–E5006.

Chan, M. Y., J. Na, P. F. Agres, N. K. Savalia, D. C. Park, and G. S. Wig. 2018. Socioeconomic status moderates age-related differences in the brain’s functional network organization and anatomy across the adult lifespan. Proceedings of the National Academy of Sciences 15(22):E5144–E5153.

Chauhan, R., K.-F. Chen, B. A. Kent, and D. C. Crowther. 2017. Central and peripheral circadian clocks and their role in Alzheimer’s disease. Disease Models & Mechanisms 10(10):1187–1199.

Chong, J. S. X., K. K. Ng, J. Tandi, C. Wang, J.-H. Poh, J. C. Lo, M. W. L. Chee, and J. H. Zhou. 2019. Longitudinal changes in the cerebral cortex functional organization of healthy elderly. Journal of Neuroscience 39(28):5534–5550.

Christoff, K., A. M. Gordon, J. Smallwood, R. Smith, and J. W. Schooler. 2009. Experience sampling during fMRI reveals default network and executive system contributions to mind wandering. Proceedings of the National Academy of Sciences 106(21):8719.

Coelho, Jr., A. M., K. D. Carey, and R. E. Shade. 1991. Assessing the effects of social environment on blood pressure and heart rates of baboons. American Journal of Primatology 23(4):257–267.

Cohen, M. R., and J. H. R. Maunsell. 2011. When attention wanders: How uncontrolled fluctuations in attention affect performance. Journal of Neuroscience 31(44):15802.

Cole, S. W., L. C. Hawkley, J. M. Arevalo, C. Y. Sung, R. M. Rose, and J. T. Cacioppo. 2007. Social regulation of gene expression in human leukocytes. Genome Biology 8(9):R189.

Cole, S. W., L. C. Hawkley, J. M. G. Arevalo, and J. T. Cacioppo. 2011. Transcript origin analysis identifies antigen-presenting cells as primary targets of socially regulated gene expression in leukocytes. Proceedings of the National Academy of Sciences 108(7):3080–3085.

Cole, S. W., M. E. Levine, J. M. G. Arevalo, J. Ma, D. R. Weir, and E. M. Crimmins. 2015. Loneliness, eudaimonia, and the human conserved transcriptional response to adversity. Psychoneuroendocrinology 62:11–17.

Copas, J. B. 1983. Regression, prediction and shrinkage. Journal of the Royal Statistical Society. Series B (Methodological) 45(3):311–354.

Cui, Z., H. Li, C. H. Xia, B. Larsen, A. Adebimpe, G. L. Baum, M. Cieslak, R. E. Gur, R. C. Gur, T. M. Moore, D. J. Oathes, A. F. Alexander-Bloch, A. Raznahan, D. R. Roalf, R. T. Shinohara, D. H. Wolf, C. Davatzikos, D. S. Bassett, D. A. Fair, Y. Fan, and T. D. Satterthwaite. 2020. Individual variation in functional topography of association networks in youth. Neuron, February 11. [Epub ahead of print].

Darki, F., and T. Klingberg. 2015. The role of fronto-parietal and fronto-striatal networks in the development of working memory: A longitudinal study. Cerebral Cortex 25(6):1587–1595.

Davidson, J. R., V. M. Payne, K. M. Connor, E. B. Foa, B. O. Rothbaum, M. A. Hertzberg, and R. H. Weisler. 2005. Trauma, resilience and saliostasis: Effects of treatment in posttraumatic stress disorder. International Clinical Psychopharmacology 20(1):43–48.

deBettencourt, M. T., J. D. Cohen, R. F. Lee, K. A. Norman, and N. B. Turk-Browne. 2015. Closed-loop training of attention with real-time brain imaging. Nature Neuroscience 18(3):470–475.

deBettencourt, M. T., K. A. Norman, and N. B. Turk-Browne. 2018. Forgetting from lapses of sustained attention. Psychonomic Bulletin & Review 25(2):605–611.

Dinga, R., L. Schmaal, B. W. J. H. Penninx, M. J. van Tol, D. J. Veltman, L. van Velzen, M. Mennes, N. J. A. van der Wee, and A. F. Marquand. 2019. Evaluating the evidence for biotypes of depression: Methodological replication and extension of. NeuroImage: Clinical 22:101796.

Driessen, M., J. Herrmann, K. Stahl, M. Zwaan, S. Meier, A. Hill, M. Osterheider, and D. Petersen. 2000. Magnetic resonance imaging volumes of the hippocampus and the amygdala in women with borderline personality disorder and early traumatization. Archives of General Psychiatry 57(12):1115–1122.

Drysdale, A. T., L. Grosenick, J. Downar, K. Dunlop, F. Mansouri, Y. Meng, R. N. Fetcho, B. Zebley, D. J. Oathes, A. Etkin, A. F. Schatzberg, K. Sudheimer, J. Keller, H. S. Mayberg, F. M. Gunning, G. S. Alexopoulos, M. D. Fox, A. Pascual-Leone, H. U. Voss, B. J. Casey, M. J. Dubin, and C. Liston. 2016. Resting-state connectivity biomarkers define neurophysiological subtypes of depression. Nature Medicine 23:28.

Edmiston, E. E., F. Wang, C. M. Mazure, J. Guiney, R. Sinha, L. C. Mayes, and H. P. Blumberg. 2011. Corticostriatal-limbic gray matter morphology in adolescents with self-reported exposure to childhood maltreatment. Archives of Pediatric and Adolescent Medicine 165(12):1069–1077.

Edmondson, B. 2010. All the lonely people. AARP 83. The Magazine, November/December issue.

Epel, E. S., E. H. Blackburn, J. Lin, F. S. Dhabhar, N. E. Adler, J. D. Morrow, and R. M. Cawthon. 2004. Accelerated telomere shortening in response to life stress. Proceedings of the National Academy of Sciences 101(49):17312–17315.

Esterman, M., S. K. Noonan, M. Rosenberg, and J. Degutis. 2013. In the zone or zoning out? Tracking behavioral and neural fluctuations during sustained attention. Cerebral Cortex 23(11):2712–2723.

Fair, D. A., N. U. Dosenbach, J. A. Church, A. L. Cohen, S. Brahmbhatt, F. M. Miezin, D. M. Barch, M. E. Raichle, S. E. Petersen, and B. L. Schlaggar. 2007. Development of distinct control networks through segregation and integration. Proceedings of the National Academy of Sciences 104(33):13507–13512.

Farr, O. M., S. Hu, D. Matuskey, S. Zhang, O. Abdelghany, and C.-S. R. Li. 2014a. The effects of methylphenidate on cerebral activations to salient stimuli in healthy adults. Experimental and Clinical Psychopharmacology 22(2):154–165.

Farr, O. M., S. Zhang, S. Hu, D. Matuskey, O. Abdelghany, R. T. Malison, and C.-S. R. Li. 2014b. The effects of methylphenidate on resting-state striatal, thalamic and global functional connectivity in healthy adults. International Journal of Neuropsychopharmacology 17(8):1177–1191.

Finn, E. S., X. Shen, D. Scheinost, M. D. Rosenberg, J. Huang, M. M. Chun, X. Papademetris, and R. T. Constable. 2015. Functional connectome fingerprinting: Identifying individuals using patterns of brain connectivity. Nature Neuroscience 18(11):1664–1671.

Finn, E. S., D. Scheinost, D. M. Finn, X. Shen, X. Papademetris, and R. T. Constable. 2017. Can brain state be manipulated to emphasize individual differences in functional connectivity? NeuroImage 160:140–151.

Fish, E. W., D. Shahrokh, R. Bagot, C. Caldji, T. Bredy, M. Szyf, and M. J. Meaney. 2004. Epigenetic programming of stress responses through variations in maternal care. Annals of the New York Academy of Science 1036:167–180.

Fredrickson, B. L., and L. L. Carstensen. 1990. Choosing social partners: How old age and anticipated endings make people more selective. Psychology and Aging 5(3):335–347.

Fung, H. H., L. L. Carstensen, and A. M. Lutz. 1999. Influence of time on social preferences: Implications for life-span development. Psychology and Aging 14(4):595–604.

Gabard-Durnam, L. J., and K. A. McLaughlin. 2019. Do sensitive periods exist for exposure to adversity? Biological Psychiatry 85(10):789–791.

Gabard-Durnam, L. J., J. Flannery, B. Goff, D. G. Gee, K. L. Humphreys, E. Telzer, T. Hare, and N. Tottenham. 2014. The development of human amygdala functional connectivity at rest from 4 to 23 years: A cross-sectional study. NeuroImage 95:193–207.

Gabard-Durnam, L. J., D. G. Gee, B. Goff, J. Flannery, E. Telzer, K. L. Humphreys, D. S. Lumian, D. S. Fareri, C. Caldera, and N. Tottenham. 2016. Stimulus-elicited connectivity influences resting-state connectivity years later in human development: A prospective study. Journal of Neuroscience 36(17):4771–4784.

Gard, T., M. Taquet, R. Dixit, B. K. Hölzel, Y.-A. de Montjoye, N. Brach, D. H. Salat, B. C. Dickerson, J. R. Gray, and S. W. Lazar. 2014. Fluid intelligence and brain functional organization in aging yoga and meditation practitioners. Frontiers in Aging Neuroscience 6:76.

Gee, D. G., L. J. Gabard-Durnam, J. Flannery, B. Goff, K. L. Humphreys, E. H. Telzer, T. A. Hare, S. Y. Bookheimer, and N. Tottenham. 2013a. Early developmental emergence of human amygdala–prefrontal connectivity after maternal deprivation. Proceedings of the National Academy of Sciences 110(39):15638–15643.

Gee, D. G., K. L. Humphreys, J. Flannery, B. Goff, E. H. Telzer, M. Shapiro, T. A. Hare, S. Y. Bookheimer, and N. Tottenham. 2013b. A developmental shift from positive to negative connectivity in human amygdala–prefrontal circuitry. Journal of Neuroscience 33(10):4584–4593.

Gee, D. G., L. Gabard-Durnam, E. H. Telzer, K. L. Humphreys, B. Goff, M. Shapiro, J. Flannery, D. S. Lumian, D. S. Fareri, C. Caldera, and N. Tottenham. 2014. Maternal buffering of human amygdala-prefrontal circuitry during childhood but not during adolescence. Psychological Science 25(11):2067–2078.

Geerligs, L., R. J. Renken, E. Saliasi, N. M. Maurits, and M. M. Lorist. 2014. A brain-wide study of age-related changes in functional connectivity. Cerebral Cortex 25(7):1987–1999.

Glymour, M. M., A. Kosheleva, V. G. Wadley, C. Weiss, and J. J. Manly. 2011. Geographic distribution of dementia mortality: Elevated mortality rates for black and white Americans by place of birth. Alzheimer Disease and Associated Disorders 25(3):196–202.

Goodwin, J. S., W. C. Hunt, C. R. Key, and J. M. Samet. 1987. The effect of marital status on stage, treatment, and survival of cancer patients. JAMA 258(21):3125–3130.

Goossens, N., S. Nakagawa, X. Sun, and Y. Hoshida. 2015. Cancer biomarker discovery and validation. Translational Cancer Research 4(3):256–269.

Gordon, E. M., T. O. Laumann, A. W. Gilmore, D. J. Newbold, D. J. Greene, J. J. Berg, M. Ortega, C. Hoyt-Drazen, C. Gratton, H. Sun, J. M. Hampton, R. S. Coalson, A. L. Nguyen, K. B. McDermott, J. S. Shimony, A. Z. Snyder, B. L. Schlaggar, S. E. Petersen, S. M. Nelson, and N. U. F. Dosenbach. 2017. Precision functional mapping of individual human brains. Neuron 95(4):791–807.

Gotlib, I. H., J. LeMoult, N. L. Colich, L. C. Foland-Ross, J. Hallmayer, J. Joormann, J. Lin, and O. M. Wolkowitz. 2015. Telomere length and cortisol reactivity in children of depressed mothers. Molecular Psychiatry 20(5):615–620.

Grady, C., S. Sarraf, C. Saverino, and K. Campbell. 2016. Age differences in the functional interactions among the default, frontoparietal control, and dorsal attention networks. Neurobiology and Aging 41:159–172.

Greenhill, L. L., R. L. Findling, and J. M. Swanson. 2002. A double-blind, placebo-controlled study of modified-release methylphenidate in children with attention-deficit/hyperactivity disorder. Pediatrics 109(3):E39.

Grippo, A. J., E. Ihm, J. Wardwell, N. McNeal, M. A. Scotti, D. A. Moenk, D. L. Chandler, M. A. LaRocca, and K. Preihs. 2014. The effects of environmental enrichment on depressive and anxiety-relevant behaviors in socially isolated prairie voles. Psychosomatic Medicine 76(4):277–284.

Grivas, T. B., and O. D. Savvidou. 2007. Melatonin the “light of night” in human biology and adolescent idiopathic scoliosis. Scoliosis 2(1):6.

Gustafsson, H. C., K. F. Holton, A. N. Anderson, E. K. Nousen, C. A. Sullivan, J. M. Loftis, J. T. Nigg, and E. L. Sullivan. 2019. Increased maternal prenatal adiposity, inflammation, and lower omega-3 fatty acid levels influence child negative affect. Frontiers in Neuroscience 13:1035.

Han, L., N. K. Savalia, M. Y. Chan, P. F. Agres, A. S. Nair, and G. S. Wig. 2018. Functional parcellation of the cerebral cortex across the human adult lifespan. Cerebral Cortex 28(12):4403–4423.

Hanson, J. L., A. R. Knodt, B. D. Brigidi, and A. R. Hariri. 2015. Lower structural integrity of the uncinate fasciculus is associated with a history of child maltreatment and future psychological vulnerability to stress. Development and Psychopathology 27(4 Pt 2):1611–1619.

Hasler, B. P., S. L. Sitnick, D. S. Shaw, and E. E. Forbes. 2013. An altered neural response to reward may contribute to alcohol problems among late adolescents with an evening chronotype. Psychiatry Research 214(3):357–364.

Hatori, M., C. Vollmers, A. Zarrinpar, L. DiTacchio, E. A. Bushong, S. Gill, M. Leblanc, A. Chaix, M. Joens, J. A. Fitzpatrick, M. H. Ellisman, and S. Panda. 2012. Time-restricted feeding without reducing caloric intake prevents metabolic diseases in mice fed a high-fat diet. Cell Metabolism 15(6):848–860.

Hawkley, L. C., K. J. Preacher, and J. T. Cacioppo. 2010a. Loneliness impairs daytime functioning but not sleep duration. Health and Psychology 29(2):124–129.

Hawkley, L. C., R. A. Thisted, C. M. Masi, and J. T. Cacioppo. 2010b. Loneliness predicts increased blood pressure: 5-year cross-lagged analyses in middle-aged and older adults. Psychology and Aging 25(1):132–141.

Hofmann, S. G., and P. M. Dibartolo. 2000. An instrument to assess self-statements during public speaking: Scale development and preliminary psychometric properties. Behavioral Therapy 31(3):499–515.

Hoge, E. A., E. Bui, L. Marques, C. A. Metcalf, L. K. Morris, D. J. Robinaugh, J. J. Worthington, M. H. Pollack, and N. M. Simon. 2013a. Randomized controlled trial of mindfulness meditation for generalized anxiety disorder: Effects on anxiety and stress reactivity. Journal of Clinical Psychiatry 74(8):786–792.

Hoge, E. A., M. M. Chen, E. Orr, C. A. Metcalf, L. E. Fischer, M. H. Pollack, I. De Vivo, and N. M. Simon. 2013b. Loving-kindness meditation practice associated with longer telomeres in women. Brain, Behavior, and Immunity 32:159–163.

Hohman, T. J., J. N. Cooke-Bailey, C. Reitz, G. Jun, A. Naj, G. W. Beecham, Z. Liu, R. M. Carney, J. M. Vance, M. L. Cuccaro, R. Rajbhandary, B. N. Vardarajan, L. S. Wang, O. Valladares, C. F. Lin, E. B. Larson, N. R. Graff-Radford, D. Evans, P. L. De Jager, P. K. Crane, J. D. Buxbaum, J. R. Murrell, T. Raj, N. Ertekin-Taner, M. W. Logue, C. T. Baldwin, R. C. Green, L. L. Barnes, L. B. Cantwell, M. D. Fallin, R. C. Go, P. Griffith, T. O. Obisesan, J. J. Manly, K. L. Lunetta, M. I. Kamboh, O. L. Lopez, D. A. Bennett, J. Hardy, H. C. Hendrie, K. S. Hall, A. M. Goate, R. Lang, G. S. Byrd, W. A. Kukull, T. M. Foroud, L. A. Farrer, E. R. Martin, M. A. Pericak-Vance, G. D. Schellenberg, R. Mayeux, J. L. Haines, and T. A. Thornton-Wells. 2016. Global and local ancestry in African-Americans: Implications for Alzheimer’s disease risk. Alzheimer’s & Dementia 12(3):233–243.

Holland, C. A. C., N. C. Ebner, T. Lin, and G. R. Samanez-Larkin. 2019. Emotion identification across adulthood using the dynamic faces database of emotional expressions in younger, middle aged, and older adults. Cognition and Emotion 33(2):245–257.

Holmes, A. J., and L. M. Patrick. 2018. The myth of optimality in clinical neuroscience. Trends in Cognitive Sciences 22(3):241–257.

Holt-Lunstad, J., T. B. Smith, and J. B. Layton. 2010. Social relationships and mortality risk: A meta-analytic review. PLoS Medicine 7(7):e1000316.

Hölzel, B. K., E. A. Hoge, D. N. Greve, T. Gard, J. D. Creswell, K. W. Brown, L. F. Barrett, C. Schwartz, D. Vaitl, and S. W. Lazar. 2013. Neural mechanisms of symptom improvements in generalized anxiety disorder following mindfulness training. NeuroImage: Clinical 2:448–458.

Howard, V. J., D. O. Kleindorfer, S. E. Judd, L. A. McClure, M. M. Safford, J. D. Rhodes, M. Cushman, C. S. Moy, E. Z. Soliman, B. M. Kissela, and G. Howard. 2011. Disparities in stroke incidence contributing to disparities in stroke mortality. Annals of Neurology 69(4):619–627.

Huang, A. R., K. L. Strombotne, E. M. Horner, and S. J. Lapham. 2018. Adolescent cognitive aptitudes and later-in-life Alzheimer disease and related disorders. JAMA Network Open 1(5):e181726.

Ioannidis, J. P. A. 2005. Why most published research findings are false. PLoS Medicine 2(8):e124.

Jaremka, L. M., C. P. Fagundes, J. Peng, J. M. Bennett, R. Glaser, W. B. Malarkey, and J. K. Kiecolt-Glaser. 2013. Loneliness promotes inflammation during acute stress. Psychological Science 24(7):1089–1097.

Johansson, A.-S., J. Brask, B. Owe-Larsson, J. Hetta, and G. B. S. Lundkvist. 2011. Valproic acid phase shifts the rhythmic expression of PERIOD2::LUCIFERASE. Journal of Biological Rhythms 26(6):541–551.

Kane, M. J., and R. W. Engle. 2002. The role of prefrontal cortex in working-memory capacity, executive attention, and general fluid intelligence: An individual-differences perspective. Psychonomic Bulletin & Review 9(4):637–671.

Kaplan, R. M., and V. L. Irvin. 2015. Likelihood of null effects of large NHLBI clinical trials has increased over time. PLoS One 10(8):e0132382.

Karelina, K., G. J. Norman, N. Zhang, J. S. Morris, H. Peng, and A. C. DeVries. 2009. Social isolation alters neuroinflammatory response to stroke. Proceedings of the National Academy of Sciences 106(14):5895–5900.

Karrer, T. M., A. K. Josef, R. Mata, E. D. Morris, and G. R. Samanez-Larkin. 2017. Reduced dopamine receptors and transporters but not synthesis capacity in normal aging adults: A meta-analysis. Neurobiology and Aging 57:36–46.

Kasper, D. L., A. S. Fauci, S. L. Hauser, D. L. Longo, J. L. Jameson, and J. Loscalzo. 2018. Harrison’s principles of internal medicine. Vol. 1, 2. New York: McGraw-Hill Professional.

Kaushal, N., V. Ramesh, and D. Gozal. 2012. TNF-α and temporal changes in sleep architecture in mice exposed to sleep fragmentation. PLoS One 7(9):e45610.

Kenna, H., F. Hoeft, R. Kelley, T. Wroolie, B. DeMuth, A. Reiss, and N. Rasgon. 2013. Fasting plasma insulin and the default mode network in women at risk for Alzheimer’s disease. Neurobiology of Aging 34(3):641–649.

Kessler, R. C., K. A. McLaughlin, J. G. Green, M. J. Gruber, N. A. Sampson, A. M. Zaslavsky, S. Aguilar-Gaxiola, A. O. Alhamzawi, J. Alonso, M. Angermeyer, C. Benjet, E. Bromet, S. Chatterji, G. de Girolamo, K. Demyttenaere, J. Fayyad, S. Florescu, G. Gal, O. Gureje, J. M. Haro, C. Y. Hu, E. G. Karam, N. Kawakami, S. Lee, J. P. Lepine, J. Ormel, J. PosadaVilla, R. Sagar, A. Tsang, T. B. Ustun, S. Vassilev, M. C. Viana, and D. R. Williams. 2010. Childhood adversities and adult psychopathology in the WHO world mental health surveys. British Journal of Psychiatry 197(5):378–385.

Keyes, K. M., and D. Westreich. 2019. UK biobank, big data, and the consequences of non-representativeness. Lancet 393(10178):1297.

King, B. R., P. van Ruitenbeek, I. Leunissen, K. Cuypers, K.-F. Heise, T. Santos Monteiro, L. Hermans, O. Levin, G. Albouy, D. Mantini, and S. P. Swinnen. 2017. Age-related declines in motor performance are associated with decreased segregation of large-scale resting state brain networks. Cerebral Cortex 28(12):4390–4402.

Klingberg, T., H. Forssberg, and H. Westerberg. 2002. Training of working memory in children with ADHD. Journal of Clinical and Experimental Neuropsychology 24(6):781–791.

Kohsaka, A., A. D. Laposky, K. M. Ramsey, C. Estrada, C. Joshu, Y. Kobayashi, F. W. Turek, and J. Bass. 2007. High-fat diet disrupts behavioral and molecular circadian rhythms in mice. Cell Metabolism 6(5):414–421.

Kong, R., J. Li, C. Orban, M. R. Sabuncu, H. Liu, A. Schaefer, N. Sun, X. N. Zuo, A. J. Holmes, S. B. Eickhoff, and B. T. T. Yeo. 2019. Spatial topography of individual-specific cortical networks predicts human cognition, personality, and emotion. Cerebral Cortex 29(6):2533–2551.

Koster, A., B. W. Penninx, H. Bosma, G. I. Kempen, A. B. Newman, S. M. Rubin, S. Satterfield, H. H. Atkinson, H. N. Ayonayon, C. Rosano, K. Yaffe, T. B. Harris, R. N. Rooks, J. T. Van Eijk, and S. B. Kritchevsky. 2005. Socioeconomic differences in cognitive decline and the role of biomedical factors. Annals of Epidemiology 15(8):564–571.

Kupper, Z., and H. Hoffmann. 2000. Course patterns of psychosocial functioning in schizophrenia patients attending a vocational rehabilitation program. Schizophrenia Bulletin 26(3):681–698.

Lake, E. M. R., E. S. Finn, S. M. Noble, T. Vanderwal, X. Shen, M. D. Rosenberg, M. N. Spann, M. M. Chun, D. Scheinost, and R. T. Constable. 2019. The functional brain organization of an individual allows prediction of measures of social abilities transdiagnostically in autism and attention-deficit/hyperactivity disorder. Biological Psychiatry 86(4):315–326.

Laumann, T. O., E. M. Gordon, B. Adeyemo, A. Z. Snyder, S. J. Joo, M.-Y. Chen, A. W. Gilmore, K. B. McDermott, S. M. Nelson, N. U. F. Dosenbach, B. L. Schlaggar, J. A. Mumford, R. A. Poldrack, and S. E. Petersen. 2015. Functional system and areal organization of a highly sampled individual human brain. Neuron 87(3):657–670.

Lazar, S. W., C. E. Kerr, R. H. Wasserman, J. R. Gray, D. N. Greve, M. T. Treadway, M. McGarvey, B. T. Quinn, J. A. Dusek, H. Benson, S. L. Rauch, C. I. Moore, and B. Fischl. 2005. Meditation experience is associated with increased cortical thickness. NeuroReport 16(17):1893–1897.

Lee, F. S., H. Heimer, J. N. Giedd, E. S. Lein, N. Sestan, D. R. Weinberger, and B. J. Casey. 2014. Adolescent mental health—Opportunity and obligation. Science 346(6209):547–549.

Levi, F., C. Focan, A. Karaboue, V. de la Valette, D. Focan-Henrard, B. Baron, F. Kreutz, and S. Giacchetti. 2007. Implications of circadian clocks for the rhythmic delivery of cancer therapeutics. Advanced Drug Delivery Reviews 59(9–10):1015–1035.

Li, J., W.-Q. Lu, S. Beesley, A. S. I. Loudon, and Q.-J. Meng. 2012. Lithium impacts on the amplitude and period of the molecular circadian clockwork. PLoS One 7(3):e33292.

Li, J., W. Han, K. A. Pelkey, J. Duan, X. Mao, Y. X. Wang, M. T. Craig, L. Dong, R. S. Petralia, C. J. McBain, and W. Lu. 2017. Molecular dissection of Neuroligin 2 and Slitrk3 reveals an essential framework for GABAergic synapse development. Neuron 96(4):808–826.

Li, X., J. Q. Gan, and H. Wang. 2018. Collective sparse symmetric non-negative matrix factorization for identifying overlapping communities in resting-state brain functional networks. NeuroImage 166:259–275.

Lillard, L. A., M. J. Brien, and L. J. Waite. 1995. Premarital cohabitation and subsequent marital dissolution: A matter of self-selection? Demography 32(3):437–457.

Lin, K. W., T. E. Wroolie, T. Robakis, and N. L. Rasgon. 2015. Adjuvant pioglitazone for unremitted depression: Clinical correlates of treatment response. Psychiatry Research 230(3):846–852.

Liston, C., M. M. Miller, D. S. Goldwater, J. J. Radley, A. B. Rocher, P. R. Hof, J. H. Morrison, and B. S. McEwen. 2006. Stress-induced alterations in prefrontal cortical dendritic morphology predict selective impairments in perceptual attentional set-shifting. Journal of Neuroscience 26(30):7870–7874.

Liu, D., J. Diorio, B. Tannenbaum, C. Caldji, D. Francis, A. Freedman, S. Sharma, D. Pearson, P. M. Plotsky, and M. J. Meaney. 1997. Maternal care, hippocampal glucocorticoid receptors, and hypothalamic-pituitary-adrenal responses to stress. Science 277(5332):1659–1662.

Logan, R. W., and C. A. McClung. 2019. Rhythms of life: Circadian disruption and brain disorders across the lifespan. Nature Reviews Neuroscience 20(1):49–65.

Logan, R. W., C. Zhang, S. Murugan, S. O’Connell, D. Levitt, A. M. Rosenwasser, and D. K. Sarkar. 2012. Chronic shift-lag alters the circadian clock of NK cells and promotes lung cancer growth in rats. Journal of Immunology 188(6):2583.

Long, J. E., M. T. Drayson, A. E. Taylor, K. M. Toellner, J. M. Lord, and A. C. Phillips. 2016. Morning vaccination enhances antibody response over afternoon vaccination: A cluster-randomised trial. Vaccine 34(24):2679–2685.

Luby, J. L., A. Belden, M. P. Harms, R. Tillman, and D. M. Barch. 2016. Preschool is a sensitive period for the influence of maternal support on the trajectory of hippocampal development. Proceedings of the National Academy of Sciences 113(20):5742–5747.

Luo, Y., L. C. Hawkley, L. J. Waite, and J. T. Cacioppo. 2012. Loneliness, health, and mortality in old age: A national longitudinal study. Social Science and Medicine 74(6):907–914.

Lutz, A., H. A. Slagter, J. D. Dunne, and R. J. Davidson. 2008. Attention regulation and monitoring in meditation. Trends in Cognitive Sciences 12(4):163–169.

Magarinos, A. M., and B. S. McEwen. 1995. Stress-induced atrophy of apical dendrites of hippocampal ca3c neurons: Involvement of glucocorticoid secretion and excitatory amino acid receptors. Neuroscience 69(1):89–98.

Marden, J. R., S. Walter, J. S. Kaufman, and M. M. Glymour. 2016. African ancestry, social factors, and hypertension among non-hispanic blacks in the health and retirement study. Biodemography and Social Biology 62(1):19–35.

Maslowsky, J., K. Mogg, B. P. Bradley, E. McClure-Tone, M. Ernst, D. S. Pine, and C. S. Monk. 2010. A preliminary investigation of neural correlates of treatment in adolescents with generalized anxiety disorder. Journal of Child and Adolescent Psychopharmacology 20(2):105–111.

Matsumoto, K., K. Ono, H. Ouchi, R. Tsushima, and Y. Murakami. 2012. Social isolation stress down-regulates cortical early growth response 1 (EGR-1) expression in mice. Neuroscience Research 73(3):257–262.

Mayeda, E. R., M. M. Glymour, C. P. Quesenberry, and R. A. Whitmer. 2016. Inequalities in dementia incidence between six racial and ethnic groups over 14 years. Alzheimer’s & Dementia 12(3):216–224.

McDermott, C. L., J. Seidlitz, A. Nadig, S. Liu, L. S. Clasen, J. D. Blumenthal, P. K. Reardon, F. Lalonde, D. Greenstein, R. Patel, M. M. Chakravarty, J. P. Lerch, and A. Raznahan. 2019. Longitudinally mapping childhood socioeconomic status associations with cortical and subcortical morphology. Journal of Neuroscience 39(8):1365–1373.

McIntyre, R. S., N. L. Rasgon, D. E. Kemp, H. T. Nguyen, C. W. Law, V. H. Taylor, H. O. Woldeyohannes, M. T. Alsuwaidan, J. K. Soczynska, B. Kim, M. T. Lourenco, L. S. Kahn, and B. I. Goldstein. 2009. Metabolic syndrome and major depressive disorder: Co-occurrence and pathophysiologic overlap. Current Diabetes Reports 9(1):51–59.

Meaney, M. J. 2001. Maternal care, gene expression, and the transmission of individual differences in stress reactivity across generations. Annual Review of Neuroscience 24:1161–1192.

Mendoza, S. P., and W. A. Mason. 1986. Contrasting responses to intruders and to involuntary separation by monogamous and polygynous New World monkeys. Physiology and Behavior 38(6):795–801.

Mennin, D. S., D. M. Fresco, R. G. Heimberg, F. R. Schneier, S. O. Davies, and M. R. Liebowitz. 2002. Screening for social anxiety disorder in the clinical setting: Using the Liebowitz social anxiety scale. Journal of Anxiety Disorders 16(6):661–673.

Mennin, D. S., R. G. Heimberg, C. L. Turk, and D. M. Fresco. 2005. Preliminary evidence for an emotion dysregulation model of generalized anxiety disorder. Behavior Research and Therapy 43(10):1281–1310.

Miranda-Dominguez, O., B. D. Mills, S. D. Carpenter, K. A. Grant, C. D. Kroenke, J. T. Nigg, and D. A. Fair. 2014. Connectotyping: Model based fingerprinting of the functional connectome. PLoS One 9(11):e111048.

Mitra, R., S. Jadhav, B. S. McEwen, A. Vyas, and S. Chattarji. 2005. Stress duration modulates the spatiotemporal patterns of spine formation in the basolateral amygdala. Proceedings of the National Academy of Sciences 102(26):9371–9376.

Moriceau, S., and R. M. Sullivan. 2006. Maternal presence serves as a switch between learning fear and attraction in infancy. Nature Neuroscience 9(8):1004–1006.

Moriceau, S., K. Shionoya, K. Jakubs, and R. M. Sullivan. 2009. Early-life stress disrupts attachment learning: The role of amygdala corticosterone, locus ceruleus corticotropin releasing hormone, and olfactory bulb norepinephrine. Journal of Neuroscience 29(50):15745–15755.

Morris, J. C., S. E. Schindler, L. M. McCue, K. L. Moulder, T. L. S. Benzinger, C. Cruchaga, A. M. Fagan, E. Grant, B. A. Gordon, D. M. Holtzman, and C. Xiong. 2019. Assessment of racial disparities in biomarkers for Alzheimer disease. JAMA Neurology 76(3):264–273.

Müller, V. I., E. C. Cieslik, I. Serbanescu, A. R. Laird, P. T. Fox, and S. B. Eickhoff. 2017. Altered brain activity in unipolar depression revisited: Meta-analyses of neuroimaging studies. JAMA Psychiatry 74(1):47–55.

Murphy, M., K. Glaser, and E. Grundy. 1997. Marital status and long-term illness in Great Britain. Journal of Marriage and the Family 156–164.

Musiek, E. S. 2017. Circadian rhythms in ad pathogenesis: A critical appraisal. Current Sleep Medicine Reports 3(2):85–92.

Nasca, C., B. Bigio, D. Zelli, P. de Angelis, T. Lau, M. Okamoto, H. Soya, J. Ni, L. Brichta, P. Greengard, R. L. Neve, F. S. Lee, and B. S. McEwen. 2017. Role of the astroglial glutamate exchanger xct in ventral hippocampus in resilience to stress. Neuron 96(2):402–413.

Nasca, C., B. Bigio, F. S. Lee, S. P. Young, M. M. Kautz, A. Albright, J. Beasley, D. S. Milling-ton, A. A. Mathé, J. H. Kocsis, J. W. Murrough, B. S. McEwen, and N. Rasgon. 2018. Acetyl-L-carnitine deficiency in patients with major depressive disorder. Proceedings of the National Academy of Sciences 115(34):8627–8632.

NASEM (National Academies of Sciences, Engineering, and Medicine). 2019. The promise of adolescence: Realizing opportunity for all youth. Washington, DC: The National Academies Press.

Nin, M. S., L. A. Martinez, F. Pibiri, M. Nelson, and G. Pinna. 2011. Neurosteroids reduce social isolation-induced behavioral deficits: A proposed link with neurosteroid-mediated upregulation of bdnf expression. Frontiers in Endocrinology 2:73.

NRC and IOM (National Research Council and Institute of Medicine). 2000. From neurons to neighborhoods: The science of early childhood development. Washington, DC: National Academy Press.

Oh, H., C. Madison, S. Baker, G. Rabinovici, and W. Jagust. 2016. Dynamic relationships between age, amyloid-β deposition, and glucose metabolism link to the regional vulnerability to Alzheimer’s disease. Brain: A Journal of Neurology 139(Pt 8):2275–2289.

Oman, D., C. E. Thoresen, and K. McMahon. 1999. Volunteerism and mortality among the community-dwelling elderly. Journal of Health and Psychology 4(3):301–316.

O’Sullivan, M., D. K. Jones, P. E. Summers, R. G. Morris, S. C. Williams, and H. S. Markus. 2001. Evidence for cortical “disconnection” as a mechanism of age-related cognitive decline. Neurology 57(4):632–638.

Ott, S. R., and S. M. Rogers. 2010. Gregarious desert locusts have substantially larger brains with altered proportions compared with the solitarious phase. Proceedings. Biological Sciences 277(1697):3087–3096.

Palva, J. M., S. Monto, S. Kulashekhar, and S. Palva. 2010. Neuronal synchrony reveals working memory networks and predicts individual memory capacity. Proceedings of the National Academy of Sciences 107(16):7580–7585.

Park, D. C., and P. Reuter-Lorenz. 2009. The adaptive brain: Aging and neurocognitive scaffolding. Annual Review of Psychology 60:173–196.

Peplau, L., D. Russell, and M. Heim. 1979. The experience of loneliness. In New approaches to social problems: Applications of attribution theory. Edited by I. H. Frieze, D. Bar-Tal, and J. S. Carroll. San Francisco, CA: Jossey-Bass.

Perissinotto, C. M., I. Stijacic Cenzer, and K. E. Covinsky. 2012. Loneliness in older persons: A predictor of functional decline and death. Archives of Internal Medicine 172(14):1078–1083.

Poldrack, R. A., T. O. Laumann, O. Koyejo, B. Gregory, A. Hover, M.-Y. Chen, K. J. Gorgolewski, J. Luci, S. J. Joo, R. L. Boyd, S. Hunicke-Smith, Z. B. Simpson, T. Caven, V. Sochat, J. M. Shine, E. Gordon, A. Z. Snyder, B. Adeyemo, S. E. Petersen, D. C. Glahn, D. Reese Mckay, J. E. Curran, H. H. H. Göring, M. A. Carless, J. Blangero, R. Dougherty, A. Leemans, D. A. Handwerker, L. Frick, E. M. Marcotte, and J. A. Mumford. 2015. Long-term neural and physiological phenotyping of a single human. Nature Communications 6(1):8885.

Poldrack, R. A., G. Huckins, and G. Varoquaux. 2019. Establishment of best practices for evidence for prediction: A review. JAMA Psychiatry. [Epub ahead of print].

Power, J. D., A. L. Cohen, S. M. Nelson, G. S. Wig, K. A. Barnes, J. A. Church, A. C. Vogel, T. O. Laumann, F. M. Miezin, B. L. Schlaggar, and S. E. Petersen. 2011. Functional network organization of the human brain. Neuron 72(4):665–678.

Power, J. D., A. Mitra, T. O. Laumann, A. Z. Snyder, B. L. Schlaggar, and S. E. Petersen. 2014. Methods to detect, characterize, and remove motion artifact in resting state fMRI. NeuroImage 84:320–341.

Pressman, S. D., S. Cohen, G. E. Miller, A. Barkin, B. S. Rabin, and J. J. Treanor. 2005. Loneliness, social network size, and immune response to influenza vaccination in college freshmen. Health Psychology 24(3):297–306.

Ram, G. 2015. Growth curve modeling and longitudinal factor analysis. In Handbook of child psychology and developmental science. Hoboken, NJ: Wiley. Pp. 1–31.

Rao, H., L. Betancourt, J. M. Giannetta, N. L. Brodsky, M. Korczykowski, B. B. Avants, J. C. Gee, J. Wang, H. Hurt, J. A. Detre, and M. J. Farah. 2010. Early parental care is important for hippocampal maturation: Evidence from brain morphology in humans. NeuroImage 49(1):1144–1150.

Rasgon, N., and L. Jarvik. 2004. Insulin resistance, affective disorders, and Alzheimer’s disease: Review and hypothesis. Journals of Gerontology: Series A 59(2):M178–M183.

Rasgon, N. L., and B. S. McEwen. 2016. Insulin resistance—a missing link no more. Molecular Psychiatry 21(12):1648–1652.

Rasgon, N., L. Altshuler, L. Fairbanks, J. Dunkin, C. Davtyan, S. Elman, and A. Rapkin. 2002. Estrogen replacement therapy in the treatment of major depressive disorder in perimenopausal women. Journal of Clinical Psychiatry 63(Suppl 7):45–48.

Rasgon, N. L., H. A. Kenna, T. E. Wroolie, R. Kelley, D. Silverman, J. Brooks, K. E. Williams, B. N. Powers, J. Hallmayer, and A. Reiss. 2011. Insulin resistance and hippocampal volume in women at risk for Alzheimer’s disease. Neurobiology of Aging 32(11):1942–1948.

Rasgon, N. L., H. A. Kenna, T. E. Wroolie, K. E. Williams, B. N. DeMuth, and D. H. Silverman. 2014. Insulin resistance and medial prefrontal gyrus metabolism in women receiving hormone therapy. Psychiatry Research 223(1):28–36.

Raz, N., F. M. Gunning, D. Head, J. H. Dupuis, J. McQuain, S. D. Briggs, W. J. Loken, A. E. Thornton, and J. D. Acker. 1997. Selective aging of the human cerebral cortex observed in vivo: Differential vulnerability of the prefrontal gray matter. Cerebral Cortex 7(3):268–282.

Rilling, J., D. Gutman, T. Zeh, G. Pagnoni, G. Berns, and C. Kilts. 2002. A neural basis for social cooperation. Neuron 35(2):395–405.

Rivera, H. M., K. J. Christiansen, and E. L. Sullivan. 2015. The role of maternal obesity in the risk of neuropsychiatric disorders. Frontiers in Neuroscience 9:194.

Roenneberg, T., T. Kuehnle, P. P. Pramstaller, J. Ricken, M. Havel, A. Guth, and M. Merrow. 2004. A marker for the end of adolescence. Current Biology 14(24):R1038–R1039.

Rogers, S. M., and S. R. Ott. 2015. Differential activation of serotonergic neurons during short- and long-term gregarization of desert locusts. Proceedings of the Royal Society B: Biological Sciences 282(1800):20142062.

Rosenberg, M., S. Noonan, J. DeGutis, and M. Esterman. 2013. Sustaining visual attention in the face of distraction: A novel gradual-onset continuous performance task. Attention, Perception, and Psychophysics 75(3):426–439.

Rosenberg, M. D., E. S. Finn, D. Scheinost, X. Papademetris, X. Shen, R. T. Constable, and M. M. Chun. 2016a. A neuromarker of sustained attention from whole-brain functional connectivity. Nature Neuroscience 19:165.

Rosenberg, M. D., S. Zhang, W.-T. Hsu, D. Scheinost, E. S. Finn, X. Shen, R. T. Constable, C.-S. R. Li, and M. M. Chun. 2016b. Methylphenidate modulates functional network connectivity to enhance attention. Journal of Neuroscience 36(37):9547.

Rosenberg, M. D., E. S. Finn, D. Scheinost, R. T. Constable, and M. M. Chun. 2017. Characterizing attention with predictive network models. Trends in Cognitive Sciences 21(4):290–302.

Rosenberg, M. D., B. J. Casey, and A. J. Holmes. 2018. Prediction complements explanation in understanding the developing brain. Nature Communications 9(1):589.

Rosenberg, M. D., S. A. Martinez, K. M. Rapuano, M. I. Conley, A. O. Cohen, M. D. Cornejo, D. J. Hagler, Jr., K. M. Anderson, T. D. Wager, E. Feczko, E. Earl, D. A. Fair, D. M. Barch, R. Watts, and B. J. Casey. 2019. Behavioral and neural signatures of working memory in childhood. bioRxiv, published online June 6.

Rosenberg, M. D., D. Scheinost, A. S. Greene, E. W. Avery, Y. H. Kwon, E. S. Finn, R. Ramani, M. Qiu, R. T. Constable, and M. M. Chun. 2020. Functional connectivity predicts changes in attention observed across minutes, days, and months. Proceedings of the National Academy of Sciences 117(7):3797–3807.

Russo, S. J., J. W. Murrough, M.-H. Han, D. S. Charney, and E. J. Nestler. 2012. Neurobiology of resilience. Nature Neuroscience 15(11):1475–1484.

Salehi, M., A. S. Greene, A. Karbasi, X. Shen, D. Scheinost, and R. T. Constable. 2020. There is no single functional atlas even for a single individual: Functional parcel definitions change with task. NeuroImage 208:116366.

Sali, A. W., S. M. Courtney, and S. Yantis. 2016. Spontaneous fluctuations in the flexible control of covert attention. Journal of Neuroscience 36(2):445–454.

Sapolsky, R. M., S. C. Alberts, and J. Altmann. 1997. Hypercortisolism associated with social subordinance or social isolation among wild baboons. Archives in General Psychiatry 54(12):1137–1143.

Satterthwaite, T. D., D. H. Wolf, G. Erus, K. Ruparel, M. A. Elliott, E. D. Gennatas, R. Hopson, C. Jackson, K. Prabhakaran, W. B. Bilker, M. E. Calkins, J. Loughead, A. Smith, D. R. Roalf, H. Hakonarson, R. Verma, C. Davatzikos, R. C. Gur, and R. E. Gur. 2013. Functional maturation of the executive system during adolescence. Journal of Neuroscience 33(41):16249–16261.

Satterthwaite, T. D., M. A. Elliott, K. Ruparel, J. Loughead, K. Prabhakaran, M. E. Calkins, R. Hopson, C. Jackson, J. Keefe, M. Riley, F. D. Mentch, P. Sleiman, R. Verma, C. Davatzikos, H. Hakonarson, R. C. Gur, and R. E. Gur. 2014. Neuroimaging of the Philadelphia neurodevelopmental cohort. NeuroImage 86:544–553.

Savalia, N. K., P. F. Agres, M. Y. Chan, E. J. Feczko, K. M. Kennedy, and G. S. Wig. 2017. Motion-related artifacts in structural brain images revealed with independent estimates of in-scanner head motion. Human Brain Mapping 38(1):472–492.

Seaman, K. L., M. A. Gorlick, K. M. Vekaria, M. Hsu, D. H. Zald, and G. R. Samanez-Larkin. 2016. Adult age differences in decision making across domains: Increased discounting of social and health-related rewards. Psychology and Aging 31(7):737–746.

Seaman, K. L., N. Brooks, T. M. Karrer, J. J. Castrellon, S. F. Perkins, L. C. Dang, M. Hsu, D. H. Zald, and G. R. Samanez-Larkin. 2018. Subjective value representations during effort, probability and time discounting across adulthood. Social Cognitive and Affective Neuroscience 13(5):449–459.

Seaman, K. L., C. T. Smith, E. J. Juarez, L. C. Dang, J. J. Castrellon, L. L. Burgess, M. D. San Juan, P. M. Kundzicz, R. L. Cowan, D. H. Zald, and G. R. Samanez-Larkin. 2019. Differential regional decline in dopamine receptor availability across adulthood: Linear and nonlinear effects of age. Human Brain Mapping 40(10):3125–3138.

Shaw, E. E., A. P. Schultz, R. A. Sperling, and T. Hedden. 2015. Functional connectivity in multiple cortical networks is associated with performance across cognitive domains in older adults. Brain Connectivity 5(8):505–516.

Shen, X., E. S. Finn, D. Scheinost, M. D. Rosenberg, M. M. Chun, X. Papademetris, and R. T. Constable. 2017. Using connectome-based predictive modeling to predict individual behavior from brain connectivity. Nature Protocols 12(3):506–518.

Shine, J. M., O. Koyejo, and R. A. Poldrack. 2016. Temporal metastates are associated with differential patterns of time-resolved connectivity, network topology, and attention. Proceedings of the National Academy of Sciences 113(35):9888–9891.

Silk, J. B., J. C. Beehner, T. J. Bergman, C. Crockford, A. L. Engh, L. R. Moscovice, R. M. Wittig, R. M. Seyfarth, and D. L. Cheney. 2010. Strong and consistent social bonds enhance the longevity of female baboons. Current Biology 20(15):1359–1361.

Silvers, J. A., D. S. Lumian, L. Gabard-Durnam, D. G. Gee, B. Goff, D. S. Fareri, C. Caldera, J. Flannery, E. H. Telzer, K. L. Humphreys, and N. Tottenham. 2016. Previous institutionalization is followed by broader amygdala–hippocampal–PFC network connectivity during aversive learning in human development. Journal of Neuroscience 36(24):6420–6430.

Simmons, J. P., L. D. Nelson, and U. Simonsohn. 2011. False-positive psychology: Undisclosed flexibility in data collection and analysis allows presenting anything as significant. Psychological Science 22(11):1359–1366.

Sit, D. K., J. McGowan, C. Wiltrout, R. S. Diler, J. J. Dills, J. Luther, A. Yang, J. D. Ciolino, H. Seltman, S. R. Wisniewski, M. Terman, and K. L. Wisner. 2018. Adjunctive bright light therapy for bipolar depression: A randomized double-blind placebo-controlled trial. American Journal of Psychiatry 175(2):131–139.

Smilek, D., J. S. Carriere, and J. A. Cheyne. 2010. Out of mind, out of sight: Eye blinking as indicator and embodiment of mind wandering. Psychological Science 21(6):786–789.

Smith, T. W., J. M. Ruiz, and B. N. Uchino. 2004. Mental activation of supportive ties, hostility, and cardiovascular reactivity to laboratory stress in young men and women. Health Psychology Journal 23(5):476–485.

Song, J., R. M. Birn, M. Boly, T. B. Meier, V. A. Nair, M. E. Meyerand, and V. Prabhakaran. 2014. Age-related reorganizational changes in modularity and functional connectivity of human brain networks. Brain Connectivity 4(9):662–676.

Sowell, E. R., P. M. Thompson, C. M. Leonard, S. E. Welcome, E. Kan, and A. W. Toga. 2004. Longitudinal mapping of cortical thickness and brain growth in normal children. Journal of Neuroscience 24(38):8223–8231.

Spencer, R. C., D. M. Devilbiss, and C. W. Berridge. 2015. The cognition-enhancing effects of psychostimulants involve direct action in the prefrontal cortex. Biological Psychiatry 77(11):940–950.

Spreng, R. N., W. D. Stevens, J. D. Viviano, and D. L. Schacter. 2016. Attenuated anticorrelation between the default and dorsal attention networks with aging: Evidence from task and rest. Neurobiology and Aging 45:149–160.

Stein, M. B., C. Koverola, C. Hanna, M. G. Torchia, and B. McClarty. 1997. Hippocampal volume in women victimized by childhood sexual abuse. Psychological Medicine 27(4):951–959.

Stern, Y., B. Gurland, T. K. Tatemichi, M. X. Tang, D. Wilder, and R. Mayeux. 1994. Influence of education and occupation on the incidence of Alzheimer’s disease. JAMA 271(13):1004–1010.

Sullivan, E. L., B. Grayson, D. Takahashi, N. Robertson, A. Maier, C. L. Bethea, M. S. Smith, K. Coleman, and K. L. Grove. 2010. Chronic consumption of a high-fat diet during pregnancy causes perturbations in the serotonergic system and increased anxiety-like behavior in nonhuman primate offspring. Journal of Neuroscience 30(10):3826.

Sullivan, E. L., K. F. Holton, E. K. Nousen, A. N. Barling, C. A. Sullivan, C. B. Propper, and J. T. Nigg. 2015. Early identification of ADHD risk via infant temperament and emotion regulation: A pilot study. Journal of Child Psychology and Psychiatry 56(9):949–957.

Szyf, M., I. C. Weaver, F. A. Champagne, J. Diorio, and M. J. Meaney. 2005. Maternal programming of steroid receptor expression and phenotype through DNA methylation in the rat. Frontiers in Neuroendocrinology 26(3–4):139–162.

Tang, M. X., P. Cross, H. Andrews, D. M. Jacobs, S. Small, K. Bell, C. Merchant, R. Lantigua, R. Costa, Y. Stern, and R. Mayeux. 2001. Incidence of AD in African-Americans, Caribbean Hispanics, and Caucasians in northern Manhattan. Neurology 56(1):49–56.

Thompson, J. R., J. C. Valleau, A. N. Barling, J. G. Franco, M. DeCapo, J. L. Bagley, and E. L. Sullivan. 2017. Exposure to a high-fat diet during early development programs behavior and impairs the central serotonergic system in juvenile non-human primates. Frontiers in Endocrinology 8:164.

Tottenham, N. 2012. Human amygdala development in the absence of species-expected caregiving. Developmental Psychobiology 54(6):598–611.

Tottenham, N., and A. Galván. 2016. Stress and the adolescent brain: Amygdala-prefrontal cortex circuitry and ventral striatum as developmental targets. Neuroscience and Biobehavioral Reviews 70:217–227.

Tottenham, N., T. A. Hare, A. Millner, T. Gilhooly, J. D. Zevin, and B. J. Casey. 2011. Elevated amygdala response to faces following early deprivation. Developmental Science 14(2):190–204.

Tottenham, N., M. Shapiro, J. Flannery, C. Caldera, and R. M. Sullivan. 2019. Parental presence switches avoidance to attraction learning in children. Nature Human Behaviour 3(10):1070–1077.

Toussaint, L. L., A. D. Owen, and A. Cheadle. 2012. Forgive to live: Forgiveness, health, and longevity. Journal of Behavioral Medicine 35(4):375–386.

Turek, F. W., C. Joshu, A. Kohsaka, E. Lin, G. Ivanova, E. McDearmon, A. Laposky, S. LoseeOlson, A. Easton, and D. R. Jensen. 2005. Obesity and metabolic syndrome in circadian clock mutant mice. Science 308(5724):1043–1045.

Varoquaux, G. 2018. Cross-validation failure: Small sample sizes lead to large error bars. NeuroImage 180(Pt A):68–77.

Volkow, N. D., L. Chang, G. J. Wang, J. S. Fowler, D. Franceschi, M. Sedler, S. J. Gatley, E. Miller, R. Hitzemann, Y. S. Ding, and J. Logan. 2001. Loss of dopamine transporters in methamphetamine abusers recovers with protracted abstinence. Journal of Neuroscience 21(23):9414–9418.

Vyas, A., R. Mitra, B. S. Shankaranarayana Rao, and S. Chattarji. 2002. Chronic stress induces contrasting patterns of dendritic remodeling in hippocampal and amygdaloid neurons. Journal of Neuroscience 22(15):6810–6818.

Waite, L. J., and E. L. Lehrer. 2003. The benefits from marriage and religion in the United States: A comparative analysis. Population and Development Review 29(2):255–276.

Watson, K., C. Nasca, L. Aasly, B. McEwen, and N. Rasgon. 2018. Insulin resistance, an unmasked culprit in depressive disorders: Promises for interventions. Neuropharmacology 136(Pt B):327–334.

Wehr, T. A. 2018. Bipolar mood cycles associated with lunar entrainment of a circadian rhythm. Translational Psychiatry 8(1):151.

Werker, J. F., and T. K. Hensch. 2015. Critical periods in speech perception: New directions. Annual Review of Psychology 66:173–196.

Wig, G. S. 2017. Segregated systems of human brain networks. Trends in Cognitive Sciences 21(12):981–996.

Wig, G. S., B. L. Schlaggar, and S. E. Petersen. 2011. Concepts and principles in the analysis of brain networks. Annals of the New York Academy of Sciences 1224:126–146.

Wilson, R. S., L. A. Beckett, L. L. Barnes, J. A. Schneider, J. Bach, D. A. Evans, and D. A. Bennett. 2002. Individual differences in rates of change in cognitive abilities of older persons. Psychology and Aging 17(2):179–193.

Xia, C. H., Z. Ma, R. Ciric, S. Gu, R. F. Betzel, A. N. Kaczkurkin, M. E. Calkins, P. A. Cook, A. García de la Garza, S. N. Vandekar, Z. Cui, T. M. Moore, D. R. Roalf, K. Ruparel, D. H. Wolf, C. Davatzikos, R. C. Gur, R. E. Gur, R. T. Shinohara, D. S. Bassett, and T. D. Satterthwaite. 2018. Linked dimensions of psychopathology and connectivity in functional brain networks. Nature Communications 9(1):3003.

Zahodne, L. B., J. J. Manly, A. Narkhede, E. Y. Griffith, C. DeCarli, N. S. Schupf, R. Mayeux, and A. M. Brickman. 2015. Structural MRI predictors of late-life cognition differ across African Americans, Hispanics, and whites. Current Alzheimer Research 12(7):632–639.

Zahodne, L. B., J. J. Manly, M. Azar, A. M. Brickman, and M. M. Glymour. 2016. Racial disparities in cognitive performance in mid- and late adulthood: Analyses of two cohort studies. Journal of the American Geriatrics Society 64(5):959–964.

Zonneveld, H. I., R. H. Pruim, D. Bos, H. A. Vrooman, R. L. Muetzel, A. Hofman, S. A. Rom-bouts, A. van der Lugt, W. J. Niessen, M. A. Ikram, and M. W. Vernooij. 2019. Patterns of functional connectivity in an aging population: The Rotterdam study. NeuroImage 189:432–444.