Old, Nonagenarians, and Centenarians in Cilento, Italy and the Association of Lifespan with the Level of Some Physicochemical Elements in Tap Drinking Water
Abstract
:1. Introduction
2. Materials and Methods
2.1. Description of the Study Area: The Cilento Region
2.2. Data Collection on Population and Water Sources
2.3. Data Collection Procedure
2.4. Statistical Analysis
3. Results
3.1. Geographical Distribution of Old, Nonagenarians and Centenarians in Cilento Region
3.2. Trace Elements Concentration in Tap Drinking Water
3.3. Relationship between Tap Drinking Water Elements and Longevity
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Dato, S.; Crocco, P.; D’Aquila, P.; de Rango, F.; Bellizzi, D.; Rose, G.; Passrino, G. Exploring the role of genetic variability and life style on oxidative stress response for healthy aging and longevity. Int. J. Mol. Sci. 2013, 14, 16443–16472. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vecchione, C.; Villa, F.; Carrizzo, A.; Spinelli, C.C.; Damato, A.; Ambrosio, M.; Ferrario, A.; Madonna, M.; Uccellatore, A.; Lupini, S.; et al. A rare genetic variant of BPIFB4 predisposes to high blood pressure via impairment of nitric oxide signaling. Nat. Sci. Rep. 2019, 7, 9706. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Montella, F.; Lopardo, V.; Cattaneo, M.; Carrizzo, A.; Vecchione, C.; Ciaglia, E.; Puca, A.A. The Role of BPIFB4 in Immune System and Cardiovascular Disease: The Lesson from Centenarians. Transl. Med. UniSa 2021, 24, 1–12. [Google Scholar] [CrossRef] [PubMed]
- Feng, Z.; Lin, M.; Wu, R. The regulation of aging and longevity: A new and complex role of p53. Genes Cancer 2011, 2, 443–452. [Google Scholar] [CrossRef] [PubMed]
- Aliberti, S.M.; De Caro, F.; Funk, R.H.W.; Schiavo, L.; Gonnella, J.; Boccia, G.; Capunzo, M. Extreme Longevity: Analysis of the Direct or Indirect Influence of Environmental Factors on Old, Nonagenarians, and Centenarians in Cilento, Italy. Int. J. Environ. Res. Public Health 2022, 19, 1589. [Google Scholar] [CrossRef]
- Azin, A.L.; Zeldi, I.P.; Smirnov, A.V.; Shagibalov, R.Z. Aging and longevity as indicators of ecological health of the environment. Russ. J. Ecol. 2001, 32, 216–219. [Google Scholar] [CrossRef]
- Aliberti, S.M.; Funk, R.H.W.; Schiavo, L.; Giudice, A.; Ciaglia, E.; Puca, A.A.; Gonnella, J.; Capunzo, M. Clinical Status, Nutritional Behavior, and Lifestyle, and Determinants of Community Well-Being of Patients from the Perspective of Physicians: A Cross-Sectional Study of Young Older Adults, Nonagenarians, and Centenarians in Salerno and Province, Italy. Nutrients 2022, 14, 3665. [Google Scholar] [CrossRef]
- Darviri, C.; Demakakos, P.; Tigani, X.; Charizani, F.; Tsiou, C. Psychosocial dimensions of exceptional longevity: A qualitativeexploration of centenarians’ experiences, personality, and Life strategies. Int. J. Aging Hum. Dev. 2009, 69, 101–118. [Google Scholar] [CrossRef]
- Pizza, V.; Antonini, P.; Marino, R.; D’Arena, G.; Lucibello, S.G.; Rizzo, M.; Brenner, D.A.; Jeste, D.V.; Di Somma, S. Cognitive Healthof Nonagenarians in Southern Italy: A Descriptive Analysis from a Cross-Sectional, Home-Based Pilot Study of ExceptionalLongevity. Medicina 2020, 56, 218. [Google Scholar] [CrossRef]
- Waddington, C.H. The epigenotype. Endeavour 1942, 1, 18–21. [Google Scholar] [CrossRef]
- Selinus, O.; Alloway, B.; Centeno, J.A.; Finkelman, R.B.; Fuge, R.; Lindh, U.; Smedley, P. Essentials of Medical Geology—Impacts of the Natural Environment on Public Health; Elsevier: New York, NY, USA, 2016. [Google Scholar]
- Sengupta, P. Potential Health Impacts of Hard Water. Int. J. Prev. Med. 2013, 4, 866–875. [Google Scholar] [PubMed]
- Funk, R.H.W. Understanding the Feedback Loops between Energy Matter Life. Front. Biosci. 2022, 14, 29. [Google Scholar] [CrossRef] [PubMed]
- ISS—Istituto Superiore di Sanità. Clima, Ambiente e Salute. Istituto Superiore si Sanità 24 January 2022. Available online: https://www.iss.it/clima-ambiente-salute/-/asset_publisher/w4Y3CVlCKYYo/content/id/5254546 (accessed on 19 December 2022).
- World Health Organization (WHO). Guidelines for Drinking-Water Quality. World Health Organization, Geneva, 2011. 4th ed. Available online: https://apps.who.int/iris/bitstream/handle/10665/44584/9789241548151_eng.pdf (accessed on 10 November 2022).
- Keller, W.D. Drinking water: Geochemical factor in human health. Geol. Soc. Am. Bull. 1978, 89, 334–336. [Google Scholar] [CrossRef]
- Podgorski, J.; Berg, M. Global threat ofarsenic in groundwater. Science 2020, 368, 845–850. [Google Scholar] [CrossRef] [PubMed]
- Sarvestani, R.A.; Aghasi, M. Health risk assessment of heavy metals exposure (lead, cadmium, and copper) through drinking water consumption in Kerman city, Iran. Environ. Earth Sci. 2019, 78, 714. [Google Scholar] [CrossRef]
- Srivastava, S.; Flora, S. Fluoride in drinking water and skeletal fluorosis: A review of the global impact. Curr. Environ. Health Rep. 2020, 7, 140–146. [Google Scholar] [CrossRef]
- Kurtz, T.W.; Morris, R.C., Jr. Dietary chloride as a determinant of “sodium-dependent” hypertension. Science 1983, 222, 1139–1141. [Google Scholar] [CrossRef]
- Luft, F.C.; Zemel, M.B.; Sowers, J.A.; Fineberg, N.S.; Weinberger, M.H. Sodium bicarbonate and sodium chloride: Effects on blood pressure and electrolyte homeostasis in normal and hypertensive man. J. Hypertens. 1990, 8, 663–670. [Google Scholar] [CrossRef]
- McCallum, L.; Lip, S.; Padmanabhan, S. The hidden hand of chloride in hypertension. Pflug. Arch. 2015, 467, 595–603. [Google Scholar] [CrossRef] [Green Version]
- Nerbrand, C.; Svärdsudd, K.; Ek, J.; Tibblin, G. Cardiovascular mortality and morbidity in seven counties in Sweden in relation to water hardness and geological settings. The project: Myocardial infarction in mid-Sweden. Eur. Heart J. 1992, 13, 721–727. [Google Scholar] [CrossRef]
- Dore, M.P.; Parodi, G.; Portoghese, M.; Errigo, A.; Pes, G.M. Water Quality and Mortality from Coronary Artery Disease in Sardinia: A Geospatial Analysis. Nutrients 2021, 13, 2858. [Google Scholar] [CrossRef] [PubMed]
- Watanabe, T.; Shirai, W. Influence of alkaline ionized water on reproductive functions in the rat. Int. J. Fertil. Steril. 1990, 35, 748–751. [Google Scholar]
- Watanabe, T. Effect of alkaline ionized water on reproduction in gestational and lactational rats. J. Toxicol. Sci. 1995, 20, 135–142. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jin, D.; Ryu, S.H.; Kim, H.W.; Yang, E.J.; Lim, S.J.; Ryang, Y.S.; Chung, C.H.; Park, S.K.; Lee, K.J. Anti-diabetic effect of alkaline-reduced water on OLETF rats. Biosci. Biotechnol. Biochem. 2006, 70, 31–37. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shirahata, S.; Kabayama, S.; Nakano, M. Electrolyzed-reduced water scavenges active oxygen species and protects DNA from oxidative damage. Biochem. Biophys. Res. Commun. 1997, 234, 269–274. [Google Scholar] [CrossRef]
- Hao, Z.; Liu, Y.; Li, Y.; Song, W.; Yu, J.; Li, H.; Wang, W. Association between longevity and element levels in food and drinking water of typical Chinese longevity area. J. Nutr. Health Aging 2016, 20, 897–903. [Google Scholar] [CrossRef]
- Liu, Y.L.; Luo, K.L.; Lin, X.X.; Gao, X.; Ni, R.X.; Wang, S.B.; Tian, X.L. Regional distribution of longevity population and chemical characteristics of natural water in Xinjiang, China. Sci. Total Environ. 2014, 473–474, 54–62. [Google Scholar] [CrossRef]
- Li, X.; Liu, Z.; Yao, Y.; Yu-Mei, L.; Dong-Mei, G.; Ju, W.; Guan-Rui, W.; Li, Z.; Xi-bao, G. Comparison of the mineral elements in drinking water between Mengshan longevity district and Jinan city. Trace Elem. Electrolytes 2016, 33, 116–119. [Google Scholar] [CrossRef]
- Liu, Y.; Yuan, Y.; Luo, K. Regional distribution of Longevity population and Elements in drinking water in Jiangjin district, Chongqing City, China. Biol. Trace Elem. Res. 2018, 184, 287–299. [Google Scholar] [CrossRef]
- Moretti, C.H.; Schiffer, T.A.; Montenegro, M.F.; Larsen, F.J.; Tsarouhas, V.; Carlström, M.; Samakovlis, C.; Weitzberg, E.; Lundberg, J.O. Dietary nitrite extends lifespan and prevents age-related locomotor decline in the fruit fly. Free Radic. Biol. Med. 2020, 20, 860–870. [Google Scholar] [CrossRef]
- Carvalho, L.R.R.A.; Guimaraes, D.D.; Flor, A.F.L.; Leite, E.G.; Ruiz, C.R.; de Andrade, J.T.; Monteiro, M.M.O.; Balarini, C.M.; de Lucena, R.B.; Sandrim, V.C.; et al. Effects of chronic dietary nitrate supplementation on longevity, vascular function and cancer incidence in rats. Redox Biol. 2021, 48, 102209. [Google Scholar] [CrossRef] [PubMed]
- Ente Parco Nazionale del Cilento, Vallo di Diano e degli Alburni. Geomorfologia e Geologia. Available online: http://www.cilentoediano.it/it/geomofologia-geologia (accessed on 17 October 2022).
- Gambino, R.; Nicoletti, D.; Rossi, F.; Blasi, C.; Milone, M.; Pasca, R.; Quaranta, G.; Cillo, B.; Coppola, P.; Amendol, A.; et al. Parco Nazionale del Cilento e Vallo di Diano. Relazione illustrativa. Regione Campania, Giunta Regionale–delibera n. 617 del 13 aprile 2007. Available online: http://www.cilentoediano.it/it/piano-del-parco (accessed on 10 October 2022).
- CONSAC Gestioni Idriche spa. Water service in the Cilento area. Via Ottavio Valiante 30, 84078 Vallo della Lucania, Salerno, Italy. Available online: https://www.consac.it/ (accessed on 30 December 2022).
- Aliberti, S.M. Produzioni locali e tradizione gastronomica: Recupero e valorizzazione. In Tra Vulnerabilità e Resilienza. Immagini di Transizione Socio-Ecologica in un’area della Campania; Ammaturo, N., Ed.; Loffredo Editore: Napoli, Italy, 2012. [Google Scholar]
- ISTAT. Popolazione Residente 2020. Regioni e Comuni; Istituto Nazionale di Statistica: Roma, Italy, 2021; Available online: http://dati.istat.it/Index.aspx?DataSetCode=DCIS_POPRES1 (accessed on 17 September 2022).
- Lv, J.; Wang, W.; Li, Y. Effects of environmental factors on the longevous people in China. Arch. Gerontol. Geriatr. 2011, 53, 200–205. [Google Scholar] [CrossRef] [PubMed]
- Roli, G.; Samoggia, A.; Miglio, R.; Rettaroli, R. Longevity pattern in the Italian region of Emilia Romagna: A dynamic perspective. Geospat. Health 2012, 6, 233–245. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Robine, J.M.; Caselli, G. An unprecedent increase in the number of centenarians. Genus LXI 2005, 61, 57–82. [Google Scholar]
- Magnolfi, S.; Petruzzi, E.; Pinzani, P.; Malentacchi, F.; Pazzagli, M.; Antonini, F.M. Longevity index (LI%) and centenarity index (CI%): New indicators to evaluate the characteristics of aging process in the Italian population. Arch. Gerontol. Geriatr. 2007, 44, 271–276. [Google Scholar] [CrossRef] [PubMed]
- ASIS Salernitana Reti e Impianti. Water Service in the Cilento Area. Via Tommaso Prudenza CPS, 12, 84131 Salerno, Italy. Available online: https://www.asisnet.it/ (accessed on 30 December 2022).
- Ministero Della Salute. I Parametri di Qualità Delle Acque. Ministero Della Salute 6 October 2022. Available online: https://www.salute.gov.it/portale/temi/p2_6.jsp?lingua=italiano&id=4464&area=acque_potabili&menu=controlli (accessed on 10 November 2022).
- Gazzetta Ufficiale Della Repubblica Italiana. Qualità Delle Acque Destinate al Consume Umano. Decreto Legislative 2 February 2011, n. 31. Available online: https://www.gazzettaufficiale.it/eli/id/2001/03/03/001G0074/sg (accessed on 10 November 2022).
- Gazzetta Ufficiale della Repubblica Italiana. Testo Unico Ambientale. Decreto Legislativo April 3, 2006 n. 152 “Norme in Materia Ambientale” Updated to D.L. 77/2021. Available online: http://www.ambienterosa.net/wp-content/uploads/2021/09/ambiente_rosa_consulenze_ambientali_riorganizzazione_impresa_ex_231_T.U.A.-da-Leggi-dItalia.pdf (accessed on 10 November 2022).
- STATA. StataCorp. Stata Statistical Software, Release 16.1; StataCorp MP: College Station, TX, USA, 2019.
- QGIS. QGIS 2019. Geographic Information System; Release 3.14.15; Standalone Installer, Open Source. Available online: https://www.filehorse.com/download-qgis/53872/?amp (accessed on 10 November 2022).
- ArcGIS. ArcGIS Desktop 2019. Geospatial Processing Programs, Release 10.8; Esri: Redlands, CA, USA, 2019.
- Hooper, L.; Bunn, D.; Jimoh, F.O.; Fairweather-Tait, S.J. Water-loss dehydration and aging. Mech. Ageing Dev. 2014, 136, 50–58. [Google Scholar] [CrossRef] [Green Version]
- Palma, L.; Marques, L.T.; Bujan, J.; Rodrigues, L.M. Dietary water affects human skin hydration and biomechanics. Clin. Cosmet. Investig. Dermatol. 2015, 8, 413–421. [Google Scholar]
- Bircher, R.; Ponticelli, G. Gli Hunza, un Popolo che Ignorava la Malattia; Libreria Editrice Fiorentina: Florence, Italy, 1980; ISBN 88-89264-07-1. [Google Scholar]
- Vlahchev, T.; Zhivkov, Z. Hunza—A healthy and a long living people. Asklepii 2022, 15, 96–97. [Google Scholar]
- Magro, M.; Corain, L.; Ferro, S.; Baratella, D.; Bonaiuto, E.; Terzo, M.; Corraducci, V.; Salmaso, L.; Vianello, F. Alkaline Water and Longevity: A Murine Study. Evid Based Complement. Alternat. Med. 2016, 2016, 3084126. [Google Scholar] [CrossRef] [Green Version]
- Anderson, T.W.; Neri, L.C.; Schreiber, G.B.; Talbot, F.D.; Zdrojewski, A. Letter: Ischemic heart disease, water hardness and myocardial magnesium. Can. Med. Assoc. J. 1975, 113, 199–203. [Google Scholar]
- Masironi, R.; Pisa, Z.; Clayton, D. Myocardial infarction and water hardness in the WHO myocardial infarction registry network. Bull. World Health Organ. 1979, 57, 291–299. [Google Scholar] [PubMed]
- Leoni, V.; Fabiani, L.; Ticchiarelli, L. Water hardness and cardiovascular mortality rate in Abruzzo, Italy. Arch. Environ. Health 1985, 40, 274–278. [Google Scholar] [CrossRef]
- Kubis, M. Relation of water hardness to the occurrence of acute myocardial infarct. Acta Univ. Palacki Olomuc Fac. Med. 1985, 111, 321–324. [Google Scholar] [PubMed]
- Lacey, R.F.; Shaper, A.G. Changes in water hardness and cardiovascular death rates. Int J Epidemiol 1984, 13, 18–24. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Shaper, A.G.; Pocock, S.J.; Walker, M.; Cohen, N.M.; Wale, C.J.; Thomson, A.G. British regional heart study: Cardiovascular risk factors in middle-aged men in 24 towns. Br. Med. J. (Clin. Res. Ed.) 1981, 283, 179–186. [Google Scholar] [CrossRef] [PubMed]
- Scheelbeek, P.F.D.; Chowdhury, M.A.H.; Haines, A.; Alam, D.S.; Hoque, M.A.; Butler, A.P.; Khan, A.E.; Mojumder, S.K.; Blangiardo, M.A.G.; Elliott, P.; et al. High concentrations of sodium in drinking water and raised blood pressure in coastal deltas affected by episodic seawater inundations. Lancet Glob. Health 2016, 4, S18. [Google Scholar] [CrossRef] [Green Version]
- Sacks, F.M.; Svetkey, L.P.; Vollmer, W.M.; Appel, L.J.; Bray, G.A.; Harsha, D.; Obarzanek, E.; Conlin, P.R.; Miller, E.R.; Simons-Morton, D.G.; et al. Effects on blood pressure of reduced dietary sodium and the Dietary Approaches to Stop Hypertension (DASH) diet. N. Engl. J. Med. 2001, 344, 3–10. [Google Scholar] [CrossRef]
- Aburto, N.J.; Ziolkovska, A.; Hooper, L.; Elliott, P.; Cappuccio, F.P.; Meerpohl, J.J. Effect of lower sodium intake on health: Systematic review and meta-analyses. BMJ 2013, 346, f1326. [Google Scholar] [CrossRef] [Green Version]
- Matyas, E.; Jeitler, K.; Horvath, K.; Semlitsch, T.; Hemkens, L.G.; Pignitter, N.; Siebenhofer, A. Benefit assessment of salt reduction in patients with hypertension: Systematic overview. J. Hypertens. 2011, 29, 821–828. [Google Scholar] [CrossRef]
- Dickinson, H.O.; Mason, J.M.; Nicolson, D.J.; Campbell, F.; Beyer, F.R.; Cook, J.V.; Williams, B.; Ford, G. Lifestyle interventions to reduce raised blood pressure: A systematic review of randomized controlled trials. J. Hypertens. 2006, 24, 215–233. [Google Scholar] [CrossRef]
- Xie, J.X.; Sasaki, S.; Joossens, J.V.; Kesteloot, H. The relationship between urinary cations obtained from the INTERSALT study and cerebrovascular mortality. J. Hum. Hypertens. 1992, 6, 17–21. [Google Scholar] [PubMed]
- Yilmaz, R.; Akoglu, H.; Altun, B.; Yildirim, T.; Arici, M.; Erdem, Y. Dietary salt intake is related to inflammation and albuminuria in primary hypertensive patients. Eur. J. Clin. Nutr. 2012, 66, 1214–1218. [Google Scholar] [CrossRef] [PubMed]
- Salgado, E.; Bes-Rastrollo, M.; de Irala, J.; Carmona, L.; Gomez-Reino, J.J. High sodium intake is associated with self-reported rheumatoid arthritis: A cross sectional and case control analysis within the SUN cohort. Medicine 2015, 94, e0924. [Google Scholar] [CrossRef] [PubMed]
- Cook, N.R.; Cutler, J.; Obarzanek, E.; Buring, J.; Rexrode, K.; Kumanyika, S.K.; Appel, L.J.; Whelton, P.K. Long term effects of dietary sodium reduction on cardiovascular disease outcomes: Observational follow-up of the Trials of Hypertension Prevention (TOHP). BMJ 2007, 334, 885–888. [Google Scholar] [CrossRef] [Green Version]
- Baschant, U.; Altamura, S.; Steele-Perkis, P.; Muckenhaler, M.U.; Spasic, M.V.; Hofbauer, L.C.; Steinbicker, A.U.; Rauner, M. Iron effects versus metabolic alterations in hereditary hemochromatosis driven bone loss. Trends Endocrinol. Metab. 2022, 33, 652–663. [Google Scholar] [CrossRef]
- World’s Health Organisation. Nickel in Drinking-Water. Background Document for Development of WHO Guidelines for Drinking-Water Quality. 2021. Available online: https://cdn.who.int/media/docs/default-source/wash-documents/wash-chemicals/who-guidelines-for-drinking-water-quality-background-document-nickel-2021_public-review-version-.pdf (accessed on 21 December 2022).
- EFSA (European Food Safety Authority). Update of the risk assessment of nickel in food. EFSA J. 2020, 18, 6268. [Google Scholar] [CrossRef]
- Sistrunk, S.C.; Ross, M.K.; Filipov, N.M. Direct effects of manganese compounds on dopamine and its metabolite Dopac: An in vitro study. Environ. Toxicol. Pharmacol. 2007, 23, 286–296. [Google Scholar] [CrossRef] [Green Version]
- Finley, J.W.; Johnson, P.E.; Johnson, L.K. Sex affects manganese absorption and retention by humans from a diet adequate in manganese. Am. J. Clin. Nutr. 1994, 60, 949–955. [Google Scholar] [CrossRef]
- Avila, D.S. Manganese in Health and Disease. Met. Ions Life Sci. 2013, 13, 199–227. [Google Scholar]
Indicators | Number of Municipalities | Min | Max | Mean | SD | Moran’s I Index | Z-Score | p Value |
---|---|---|---|---|---|---|---|---|
85+ ratio | 102 | 1 | 13.1 | 5.6 | 2.2 | 0.37 | 6.18 | <0.001 ** |
90+ ratio | 102 | 0.2 | 5.8 | 2.1 | 1.04 | 0.30 | 5.04 | <0.001 ** |
Centenarian ratio | 102 | 0 | 12.6 | 3.08 | 2.01 | 0.04 | 0.93 | 0.34 |
Centenarity index | 102 | 0 | 10 | 1.9 | 2.6 | −0.03 | −0.33 | 0.73 |
Indicators | Number of Municipalities | Min | Max | Mean | SD | NS | WHO GV | Moran’s I Index | Z-Score | p Value |
---|---|---|---|---|---|---|---|---|---|---|
pH | 102 | 7.4 | 8.3 | 7.9 | 0.2 | 6.5–9.5 | 6.5–8.5 | 0.16 | 2.85 | 0.004 * |
TH | 102 | 9.6 | 34.8 | 19.7 | 4.8 | 15–50 | 15–50 | −0.07 | −1.34 | 0.17 |
TDS | 102 | 110 | 370 | 219.6 | 58.1 | 1000 | 1000 | 0.21 | 3.57 | 0.003* |
Na+ | 102 | 2 | 19 | 5.2 | 2.7 | 200 | 200 | 0.02 | 0.61 | 0.53 |
No3− | 102 | 5 | 9 | 5.2 | 0.7 | 50 | 50 | 0.28 | 5.08 | <0.001 * |
So4 | 102 | 3 | 14 | 4.5 | 1.8 | 250 | 250 | 0.07 | 1.39 | 0.16 |
Cl_ | 102 | 6 | 42 | 9.9 | 4.8 | 250 | 250 | 0.16 | 3.20 | 0.001 * |
Fe2+ | 102 | 10 | 142 | 21 | 22.4 | 200 | 200 | 0.12 | 2.29 | 0.02 ** |
Mn2+ | 102 | <3 | <3 | 3 | 0.1 | 50 | 400 | −0.004 | 0.10 | 0.92 |
Ni | 102 | 1 | 2 | 1.7 | 0.4 | 20 | 70 | 0.03 | 0.74 | 0.45 |
Longevity Indicators | Tap Drinking Water Elements | Coefficient | t | p Value |
---|---|---|---|---|
Model 1 (R2 0.32 AICc 906.91) 85+ ratio | Water pH TH TDS Sodium Nitrates Sulphate Chloride Iron Manganese Nickel | 2.76 −4.83 −0.22 −1.77 −1.15 2.23 0.53 −0.22 −7.71 −7.56 | 0.24 −2.81 −6.33 −1.90 −0.46 1.86 0.95 −2.60 −0.65 −1.54 | 0.79 0.005 ** <0.001 ** 0.03* 0.50 0.17 0.28 0.002 ** 0.51 0.04 * |
Model 2 (R2 0.37 AICc 754.28) 90+ ratio | Water pH TH TDS Sodium Nitrates Sulphate Chloride Iron Manganese Nickel | 9.50 −1.79 −0.10 −1.34 −0.95 0.83 0.54 −0.09 0.71 −2.30 | 1.58 −1.86 −6.14 −3.04 −0.80 1.45 2.05 −2.24 0.12 −0.98 | 0.11 0.004 ** <0.001 ** 0.002 ** 0.42 0.26 0.02 * 0.02 * 0.93 0.32 |
Model 3 (R2 0.25 AICc 407.77) Centenarian ratio | Water pH TH TDS Sodium Nitrates Sulphate Chloride Iron Manganese Nickel | −0.38 −0.23 −0.01 −0.21 0.20 0.13 0.10 −0.02 0.83 −0.67 | −0.38 −1.52 −4.33 −2.61 0.92 1.28 2.04 −2.69 0.80 −1.55 | 0.70 0.009 ** 0.009 ** 0.002 ** 0.35 0.20 0.005 ** 0.004 ** 0.42 0.12 |
Model 4 (R2 0.15 AICc 960.91) Centenarity index | Water pH TH TDS Sodium Nitrates Sulphate Chloride Iron Manganese Nickel | 16.63 −1.74 −0.02 −1.09 −2.67 1.59 0.39 −0.06 50.01 2.30 | 1.13 −0.78 −0.57 −0.91 −0.36 1.02 0.54 −0.54 3.27 0.36 | 0.26 0.43 0.51 0.36 0.71 0.30 0.58 0.58 0.001 ** 0.71 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Aliberti, S.M.; Funk, R.H.W.; Ciaglia, E.; Gonnella, J.; Giudice, A.; Vecchione, C.; Puca, A.A.; Capunzo, M. Old, Nonagenarians, and Centenarians in Cilento, Italy and the Association of Lifespan with the Level of Some Physicochemical Elements in Tap Drinking Water. Nutrients 2023, 15, 218. https://doi.org/10.3390/nu15010218
Aliberti SM, Funk RHW, Ciaglia E, Gonnella J, Giudice A, Vecchione C, Puca AA, Capunzo M. Old, Nonagenarians, and Centenarians in Cilento, Italy and the Association of Lifespan with the Level of Some Physicochemical Elements in Tap Drinking Water. Nutrients. 2023; 15(1):218. https://doi.org/10.3390/nu15010218
Chicago/Turabian StyleAliberti, Silvana Mirella, Richard H. W. Funk, Elena Ciaglia, Joseph Gonnella, Aldo Giudice, Carmine Vecchione, Annibale Alessandro Puca, and Mario Capunzo. 2023. "Old, Nonagenarians, and Centenarians in Cilento, Italy and the Association of Lifespan with the Level of Some Physicochemical Elements in Tap Drinking Water" Nutrients 15, no. 1: 218. https://doi.org/10.3390/nu15010218
APA StyleAliberti, S. M., Funk, R. H. W., Ciaglia, E., Gonnella, J., Giudice, A., Vecchione, C., Puca, A. A., & Capunzo, M. (2023). Old, Nonagenarians, and Centenarians in Cilento, Italy and the Association of Lifespan with the Level of Some Physicochemical Elements in Tap Drinking Water. Nutrients, 15(1), 218. https://doi.org/10.3390/nu15010218