"United States Census, 1850," database with images, FamilySearch (https://familysearch.org/ark:/61903/1:1:M65V-TB2 : 9 November 2014), Joseph Rutherford in household of Joseph Rutherford, Pike county, Pike, Kentucky, United States; citing family 657, NARA microfilm publication M432 (Washington, D.C.: National Archives and Records Administration, n.d.).
"United States Census, 1870," database with images, FamilySearch (https://familysearch.org/ark:/61903/1:1:MXW1-RRD : 17 October 2014), Joseph Reatherford in household of Nancy Reatherford, Kentucky, United States; citing p. 9, family 26, NARA microfilm publication M593 (Washington D.C.: National Archives and Records Administration, n.d.); FHL microfilm 545,994.
Find A Grave Memorial# 41617437
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DNA Connections
It may be possible to confirm family relationships with Joseph by comparing test results with other carriers of his ancestors' Y-chromosome or mitochondrial DNA.
However, there are no known yDNA or mtDNA test-takers in his direct paternal or maternal line.
It is likely that these autosomal DNA test-takers will share some percentage of DNA with Joseph: