Lack of Peroxisomal Catalase Causes a Progeric Phenotype in Caenorhabditis elegans
Bibliographic record
Abstract
Studies using the nematode Caenorhabditis elegans as a model system to investigate the aging process have implicated the insulin/insulin-like growth factor-I signaling pathway in the regulation of organismal longevity through its action on a subset of target genes. These targets can be classified into genes that shorten or extend life-span upon their induction. Genes that shorten life-span include a variety of stress response genes, among them genes encoding catalases; however, no evidence directly implicates catalases in the aging process of nematodes or other organisms. Using genetic mutants, we show that lack of peroxisomal catalase CTL-2 causes a progeric phenotype in C. elegans. Lack of peroxisomal catalase also affects the developmental program of C. elegans, since Δctl-2 mutants exhibit decreased egg laying capacity. In contrast, lack of cytosolic catalase CTL-1 has no effect on either nematode aging or egg laying capacity. The Δctl-2 mutation also shortens the maximum life-span of the long lived Δclk-1 mutant and accelerates the onset of its egg laying period. The more rapid aging of Δctl-2 worms is apparently not due to increased carbonylation of the major C. elegans proteins, although altered peroxisome morphology in the Δctl-2 mutant suggests that changes in peroxisomal function, including increased production of reactive oxygen species, underlie the progeric phenotype of the Δctl-2 mutant. Our findings support an important role for peroxisomal catalase in both the development and aging of C. elegans and suggest the utility of the Δctl-2 mutant as a convenient model for the study of aging and the human diseases acatalasemia and hypocatalasemia. Studies using the nematode Caenorhabditis elegans as a model system to investigate the aging process have implicated the insulin/insulin-like growth factor-I signaling pathway in the regulation of organismal longevity through its action on a subset of target genes. These targets can be classified into genes that shorten or extend life-span upon their induction. Genes that shorten life-span include a variety of stress response genes, among them genes encoding catalases; however, no evidence directly implicates catalases in the aging process of nematodes or other organisms. Using genetic mutants, we show that lack of peroxisomal catalase CTL-2 causes a progeric phenotype in C. elegans. Lack of peroxisomal catalase also affects the developmental program of C. elegans, since Δctl-2 mutants exhibit decreased egg laying capacity. In contrast, lack of cytosolic catalase CTL-1 has no effect on either nematode aging or egg laying capacity. The Δctl-2 mutation also shortens the maximum life-span of the long lived Δclk-1 mutant and accelerates the onset of its egg laying period. The more rapid aging of Δctl-2 worms is apparently not due to increased carbonylation of the major C. elegans proteins, although altered peroxisome morphology in the Δctl-2 mutant suggests that changes in peroxisomal function, including increased production of reactive oxygen species, underlie the progeric phenotype of the Δctl-2 mutant. Our findings support an important role for peroxisomal catalase in both the development and aging of C. elegans and suggest the utility of the Δctl-2 mutant as a convenient model for the study of aging and the human diseases acatalasemia and hypocatalasemia. A subset of genes of the nematode Caenorhabditis elegans are direct targets (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google 2003; PubMed Scopus Google of the PubMed Scopus Google a of the insulin/insulin-like growth signaling pathway implicated in the aging process (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google C. 2003; PubMed Scopus Google These target genes in their of and can be directly or upon of J. C. 2003; PubMed Scopus Google regulation of target genes is to to an or life-span for the the target genes are encoding and in the stress response and genes encoding for as the the and the catalases CTL-1 and CTL-2 J. C. 2003; PubMed Scopus Google reactive oxygen reactive oxygen and catalases are of reactive oxygen and and have to important in the aging process in C. elegans J. PubMed Scopus Google are increased in the C. elegans mutants J. PubMed Scopus Google K. PubMed Scopus Google PubMed Scopus Google K. K. and K. 2003; PubMed Scopus Google J. C. PubMed Scopus Google catalase is decreased in a lived for PubMed Scopus Google The mutation also the in catalase in mutants K. 2003; PubMed Scopus Google to the insulin/insulin-like growth factor-I signaling and stress are also to be major of the aging process in C. elegans and other model K. 2003; PubMed Scopus Google PubMed Scopus Google of that extend and catalase and have to be increased in a K. 2003; PubMed Scopus Google A in and catalase and to stress has also in long lived mutants PubMed Scopus Google the the nematode is and to the catalase are PubMed Scopus Google K. K. PubMed Scopus Google of worms their 2003; PubMed Scopus Google J. PubMed Scopus Google These and other findings model PubMed Scopus Google PubMed Scopus Google J. PubMed Scopus Google PubMed Scopus Google PubMed Google suggest that catalases an important role in the aging however, a on the role of catalases in the aging process in C. elegans of process in mutant for the catalase of the cytosolic CTL-1 and the peroxisomal have for C. elegans J. C. J.H. J. PubMed Scopus Google J. PubMed Scopus Google A to CTL-1 directly in the of aging in C. elegans J. C. J.H. J. PubMed Scopus Google of the catalase in C. elegans, the of catalase genes a of not to the of as C. 2003; PubMed Scopus Google J. C. 2003; PubMed Scopus Google PubMed Scopus Google to on the of catalases in the aging process in C. elegans. using C. elegans for catalase genes, we evidence directly peroxisomal catalase not cytosolic in the aging process and developmental program of C. elegans and show that a lack of CTL-2 causes a progeric phenotype in the worms C. elegans variety and mutant and the Caenorhabditis of the in the and The mutant an mutant using on a of PubMed Scopus Google of as C. A of of of in either C. J. PubMed Scopus Google or in PubMed Scopus Google of nematode worms and for to The for life-span and life-span in and mutant of the to in and in and to a of in a of for and the of carbonylation using the to the and of a using and a a of its the peroxisome PubMed Scopus Google for as PubMed Scopus Google and a a of and using of the Genes of C. elegans and of in the C. elegans catalase genes in and and and (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google are and of genes The catalase genes exhibit is to and and to its and The of to the of and The the and genes is in to the the and genes and among the catalase genes to their as and suggests that the of and be catalases can be of in their the of the catalases can be and for a a of the and The Δctl-2 mutant no CTL-2 of the to exhibit decreased catalase due to a in the J. C. J.H. J. PubMed Scopus Google that the and in mutant and the of CTL-1 in the to mutants of the In a developmental not and is to PubMed Scopus Google the of CTL-1 is the of peroxisomal CTL-2 to be to that in worms Δctl-2 and mutants not to the not genes catalases in C. in a of catalases in C. elegans. of nematode for catalase In mutant other the catalases that catalase are of in for the of the other catalase in in mutant worms as a of catalase in of catalase that of the and catalase to of the catalase in of the and to a in catalase to of the catalase in peroxisomal catalase CTL-2 of the catalase in C. catalase and egg laying in C. elegans in on for on for of on for in a Lack of Aging of C. the and maximum life-span and egg laying of catalase mutant worms worms to the catalases in C. elegans have a role in the development and aging of the mutants no in life-span or egg laying Δctl-2 mutants a life-span and decreased egg laying and of the Δctl-2 mutation into long lived Δclk-1 mutant worms not in a of their life-span and a that the life-span of Δclk-1 mutant worms is not directly to the action of catalase K. K. PubMed Scopus Google we a maximum life-span and an of in the onset of the egg laying in mutant worms as Δclk-1 mutant worms and of mutation of the and genes on life-span and egg laying of and Δclk-1 mutant mutation of the shortens the life-span of worms and the maximum life-span of the Δclk-1 long mutant In contrast, the mutation not the life-span of Δctl-2 mutants or mutant worms also Lack of CTL-2 also the egg laying in the Δclk-1 mutant carbonylation has aging K. PubMed Scopus Google of major as K. PubMed Scopus Google to in both worms and and Δctl-2 mutant the in carbonylation is for both mutants for worms in carbonylation for the and Δctl-2 mutants a of other in for changes in the of catalase be for the and Δctl-2 mutants The carbonylation of major not to be the of the progeric phenotype of the Δctl-2 of the major of and catalase mutant the of carbonylation in worms is more that as a is for the and Δctl-2 mutant worms the of the Δctl-2 in the peroxisomal to increased of and the morphology of J. J. PubMed Scopus Google A lack of peroxisomal catalase CTL-2 be to a effect on peroxisome morphology due to decreased of the morphology of in and Δctl-2 mutant worms and The of is increased in Δctl-2 mutant worms worms and to in the Δctl-2 mutant that are or of and is apparently in Δctl-2 mutant since in their of the of worms of Δctl-2 mutant worms of the of in of Δctl-2 mutant worms is that of in of no in the of of is worms and Δctl-2 mutant exhibit altered morphology in Δctl-2 mutant of the peroxisome PubMed Scopus Google are and in of the Δctl-2 mutant as in of of or of Δctl-2 worms that are or of C. elegans genes encoding no other has to have catalase genes. The of catalase in C. elegans is peroxisomal catalase of catalase in the The catalase is cytosolic catalase a catalase the and catalase to a mutant for the however, of a the of a the to and the of CTL-2 for longevity in C. elegans J. C. 2003; PubMed Scopus Google of the of among the catalase genes, the of be Using worms for the we have directly for the that a lack of peroxisomal catalase accelerates aging in C. elegans. A lack of CTL-2 in a in the life-span of The of Δctl-2 mutant worms also in the of and their and egg laying period. mutation of the not either nematode life-span or egg laying that the of mutation on not the of catalase of the Δctl-2 mutation into the long lived Δclk-1 mutant increased the of Δclk-1 mutant worms the of in the rapid of the mutant worms in a maximum no in for the mutant These findings are that the life-span of the Δclk-1 mutant is not directly to the action of catalase K. K. PubMed Scopus Google of the Δctl-2 mutation into the Δclk-1 mutation the egg laying of the mutant the Δclk-1 mutant. and are and is in Δclk-1 mutant worms as worms PubMed Google in Δclk-1 worms is the of in is on of 2003; PubMed Scopus Google J.H. J. PubMed Scopus Google J. PubMed Scopus Google J. J. PubMed Google J. PubMed Scopus Google of the encoding cytosolic has to apparently through the increased of 2003; PubMed Scopus Google The of and the of on C. J. PubMed Scopus Google J. PubMed Google in the of increased of catalase be to to increased of including that are into in the of in of Δctl-2 mutant worms also due to of and the of morphology in of Δctl-2 mutant worms the progeric phenotype of Δctl-2 mutant worms and the in the egg laying of the mutant be due to increased of in the of CTL-2 that in the of both and the is that the carbonylation of major is not the of the progeric phenotype of the Δctl-2 of a lack of peroxisomal catalase on organismal longevity are not to C. elegans. In the of cytosolic catalase has effect on although its are the of growth J. PubMed Scopus Google the of and of the mutants and that a lack of peroxisomal not cytosolic decreased the of a life-span be a of a lack of peroxisomal a lack of peroxisomal catalase not cytosolic catalase causes a progeric phenotype in the nematode C. elegans. The Δctl-2 mutant of C. elegans a convenient model not for the study of aging also for the study of the human diseases acatalasemia and PubMed Scopus Google J. 2003; PubMed Scopus Google PubMed Scopus Google Our support and extend findings that not have important in also are in the developmental of PubMed Scopus Google J. 2003; PubMed Scopus Google C. Cell. PubMed Google A subset of genes of the nematode Caenorhabditis elegans are direct targets (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google 2003; PubMed Scopus Google of the PubMed Scopus Google a of the insulin/insulin-like growth signaling pathway implicated in the aging process (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google C. 2003; PubMed Scopus Google These target genes in their of and can be directly or upon of J. C. 2003; PubMed Scopus Google regulation of target genes is to to an or life-span for the the target genes are encoding and in the stress response and genes encoding for as the the and the catalases CTL-1 and CTL-2 J. C. 2003; PubMed Scopus Google reactive oxygen reactive oxygen and catalases are of reactive oxygen and and have to important in the aging process in C. elegans J. PubMed Scopus Google are increased in the C. elegans mutants J. PubMed Scopus Google K. PubMed Scopus Google PubMed Scopus Google K. K. and K. 2003; PubMed Scopus Google J. C. PubMed Scopus Google catalase is decreased in a lived for PubMed Scopus Google The mutation also the in catalase in mutants K. 2003; PubMed Scopus Google In to the insulin/insulin-like growth factor-I signaling and stress are also to be major of the aging process in C. elegans and other model K. 2003; PubMed Scopus Google PubMed Scopus Google of that extend and catalase and have to be increased in a K. 2003; PubMed Scopus Google A in and catalase and to stress has also in long lived mutants PubMed Scopus Google the the nematode is and to the catalase are PubMed Scopus Google K. K. PubMed Scopus Google of worms their 2003; PubMed Scopus Google J. PubMed Scopus Google These and other findings model PubMed Scopus Google PubMed Scopus Google J. PubMed Scopus Google PubMed Scopus Google PubMed Google suggest that catalases an important role in the aging however, a on the role of catalases in the aging process in C. elegans of process in mutant for the catalase genes. of the cytosolic CTL-1 and the peroxisomal have for C. elegans J. C. J.H. J. PubMed Scopus Google J. PubMed Scopus Google A to CTL-1 directly in the of aging in C. elegans J. C. J.H. J. PubMed Scopus Google of the catalase in C. elegans, the of catalase genes a of not to the of as C. 2003; PubMed Scopus Google J. C. 2003; PubMed Scopus Google PubMed Scopus Google to on the of catalases in the aging process in C. elegans. using C. elegans for catalase genes, we evidence directly peroxisomal catalase not cytosolic in the aging process and developmental program of C. elegans and show that a lack of CTL-2 causes a progeric phenotype in the worms C. elegans variety and mutant and the Caenorhabditis of the in the and The mutant an mutant using on a of PubMed Scopus Google of as C. A of of of in either C. J. PubMed Scopus Google or in PubMed Scopus Google of nematode worms and for to The for life-span and life-span in and mutant of the to in and in and to a of in a of for and the of carbonylation using the to the and of a using and a a of its the peroxisome PubMed Scopus Google for as PubMed Scopus Google and a a of and using worms C. elegans variety and mutant and the Caenorhabditis of the in the and The mutant an mutant using on a of PubMed Scopus Google of as C. A of of of in either C. J. PubMed Scopus Google or in PubMed Scopus Google of nematode worms and for to The for life-span and life-span in and mutant of the to in and in and to a of in a of for and the of carbonylation using the to the and of a using and a a of its the peroxisome PubMed Scopus Google for as PubMed Scopus Google and a a of and using of the Genes of C. elegans and of in the C. elegans catalase genes in and and and (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google are and of genes The catalase genes exhibit is to and and to its and The of to the of and The the and genes is in to the the and genes and among the catalase genes to their as and suggests that the of and be catalases can be of in their the of the catalases can be and for a a of the and The Δctl-2 mutant no CTL-2 of the to exhibit decreased catalase due to a in the J. C. J.H. J. PubMed Scopus Google that the and in mutant and the of CTL-1 in the to mutants of the In a developmental not and is to PubMed Scopus Google the of CTL-1 is the of peroxisomal CTL-2 to be to that in worms Δctl-2 and mutants not to the not genes catalases in C. in a of catalase that of the and catalase to of the catalase in of the and to a in catalase to of the catalase in peroxisomal catalase CTL-2 of the catalase in C. catalase and egg laying in C. elegans in on for on for of on for in a Lack of Aging of C. the and maximum life-span and egg laying of catalase mutant worms worms to the catalases in C. elegans have a role in the development and aging of the mutants no in life-span or egg laying Δctl-2 mutants a life-span and decreased egg laying and of the Δctl-2 mutation into long lived Δclk-1 mutant worms not in a of their life-span and a that the life-span of Δclk-1 mutant worms is not directly to the action of catalase K. K. PubMed Scopus Google we a maximum life-span and an of in the onset of the egg laying in mutant worms as Δclk-1 mutant worms and of mutation of the and genes on life-span and egg laying of and Δclk-1 mutant mutation of the shortens the life-span of worms and the maximum life-span of the Δclk-1 long mutant In contrast, the mutation not the life-span of Δctl-2 mutants or mutant worms also Lack of CTL-2 also the egg laying in the Δclk-1 mutant carbonylation has aging K. PubMed Scopus Google of major as K. PubMed Scopus Google to in both worms and and Δctl-2 mutant the in carbonylation is for both mutants for worms in carbonylation for the and Δctl-2 mutants a of other in for changes in the of catalase be for the and Δctl-2 mutants The carbonylation of major not to be the of the progeric phenotype of the Δctl-2 of the major of and catalase mutant the of carbonylation in worms is more that as a is for the and Δctl-2 mutant worms the of the Δctl-2 in the peroxisomal to increased of and the morphology of J. J. PubMed Scopus Google A lack of peroxisomal catalase CTL-2 be to a effect on peroxisome morphology due to decreased of the morphology of in and Δctl-2 mutant worms and The of is increased in Δctl-2 mutant worms worms and to in the Δctl-2 mutant that are or of and is apparently in Δctl-2 mutant since in their of the of worms of Δctl-2 mutant worms of the of in of Δctl-2 mutant worms is that of in of no in the of of is worms and Δctl-2 mutant exhibit altered morphology in Δctl-2 mutant of the peroxisome PubMed Scopus Google are and in of the Δctl-2 mutant as in of of or of Δctl-2 worms that are or of of the Genes of C. elegans and of in the C. elegans catalase genes in and and and (1McElwee J. Bubb K. Thomas J.H. Aging Cell. 2003; 2: 111-121Crossref PubMed Scopus (334) Google are and of genes The catalase genes exhibit is to and and to its and The of to the of and The the and genes is in to the the and genes and among the catalase genes to their as and suggests that the of and be The catalases can be of in their the of the catalases can be and for a a of the and The Δctl-2 mutant no CTL-2 of the to exhibit decreased catalase due to a in the J. C. J.H. J. PubMed Scopus Google that the and in mutant and the of CTL-1 in the to mutants of the In a developmental not and is to PubMed Scopus Google the of CTL-1 is the of peroxisomal CTL-2 to be to that in worms Δctl-2 and mutants not to the not of catalase that of the and catalase to of the catalase in of the and to a in catalase to of the catalase in peroxisomal catalase CTL-2 of the catalase in C. elegans. Lack of Aging of C. the and maximum life-span and egg laying of catalase mutant worms worms to the catalases in C. elegans have a role in the development and aging of the mutants no in life-span or egg laying Δctl-2 mutants a life-span and decreased egg laying and of the Δctl-2 mutation into long lived Δclk-1 mutant worms not in a of their life-span and a that the life-span of Δclk-1 mutant worms is not directly to the action of catalase K. K. PubMed Scopus Google we a maximum life-span and an of in the onset of the egg laying in mutant worms as Δclk-1 mutant worms and carbonylation has aging K. PubMed Scopus Google of major as K. PubMed Scopus Google to in both worms and and Δctl-2 mutant the in carbonylation is for both mutants for worms in carbonylation for the and Δctl-2 mutants a of other in for changes in the of catalase be for the and Δctl-2 mutants The carbonylation of major not to be the of the progeric phenotype of the Δctl-2 mutant. of the Δctl-2 in the peroxisomal to increased of and the morphology of J. J. PubMed Scopus Google A lack of peroxisomal catalase CTL-2 be to a effect on peroxisome morphology due to decreased of the morphology of in and Δctl-2 mutant worms and The of is increased in Δctl-2 mutant worms worms and to in the Δctl-2 mutant that are or of and is apparently in Δctl-2 mutant since in their of the of worms C. elegans genes encoding no other has to have catalase genes. The of catalase in C. elegans is peroxisomal catalase of catalase in the The catalase is cytosolic catalase a catalase the and catalase to a mutant for the however, of a the of a the to and the of CTL-2 for longevity in C. elegans J. C. 2003; PubMed Scopus Google of the of among the catalase genes, the of be Using worms for the we have directly for the that a lack of peroxisomal catalase accelerates aging in C. elegans. A lack of CTL-2 in a in the life-span of The of Δctl-2 mutant worms also in the of and their and egg laying period. mutation of the not either nematode life-span or egg laying that the of mutation on not the of catalase of the Δctl-2 mutation into the long lived Δclk-1 mutant increased the of Δclk-1 mutant worms the of in the rapid of the mutant worms in a maximum no in for the mutant These findings are that the life-span of the Δclk-1 mutant is not directly to the action of catalase K. K. PubMed Scopus Google of the Δctl-2 mutation into the Δclk-1 mutation the egg laying of the mutant the Δclk-1 mutant. and are and is in Δclk-1 mutant worms as worms PubMed Google in Δclk-1 worms is the of in is on of 2003; PubMed Scopus Google J.H. J. PubMed Scopus Google J. PubMed Scopus Google J. J. PubMed Google J. PubMed Scopus Google of the encoding cytosolic has to apparently through the increased of 2003; PubMed Scopus Google The of and the of on C. J. PubMed Scopus Google J. PubMed Google in the of increased of catalase be to to increased of including that are into in the of in of Δctl-2 mutant worms also due to of and the of morphology in of Δctl-2 mutant worms the progeric phenotype of Δctl-2 mutant worms and the in the egg laying of the mutant be due to increased of in the of CTL-2 that in the of both and the is that the carbonylation of major is not the of the progeric phenotype of the Δctl-2 of a lack of peroxisomal catalase on organismal longevity are not to C. elegans. In the of cytosolic catalase has effect on although its are the of growth J. PubMed Scopus Google the of and of the mutants and that a lack of peroxisomal not cytosolic decreased the of a life-span be a of a lack of peroxisomal a lack of peroxisomal catalase not cytosolic catalase causes a progeric phenotype in the nematode C. elegans. The Δctl-2 mutant of C. elegans a convenient model not for the study of aging also for the study of the human diseases acatalasemia and PubMed Scopus Google J. 2003; PubMed Scopus Google PubMed Scopus Google Our support and extend findings that not have important in also are in the developmental of PubMed Scopus Google J. 2003; PubMed Scopus Google C. Cell. PubMed Google The C. elegans genes encoding no other has to have catalase genes. The of catalase in C. elegans is peroxisomal catalase of catalase in the The catalase is cytosolic catalase a catalase the and catalase to a mutant for the however, of a the of a the to and the of CTL-2 for longevity in C. elegans J. C. 2003; PubMed Scopus Google of the of among the catalase genes, the of be Using worms for the we have directly for the that a lack of peroxisomal catalase accelerates aging in C. elegans. A lack of CTL-2 in a in the life-span of The of Δctl-2 mutant worms also in the of and their and egg laying period. mutation of the not either nematode life-span or egg laying that the of mutation on not the of catalase of the Δctl-2 mutation into the long lived Δclk-1 mutant increased the of Δclk-1 mutant worms the of in the rapid of the mutant worms in a maximum no in for the mutant These findings are that the life-span of the Δclk-1 mutant is not directly to the action of catalase K. K. PubMed Scopus Google of the Δctl-2 mutation into the Δclk-1 mutation the egg laying of the mutant the Δclk-1 mutant. and are and is in Δclk-1 mutant worms as worms PubMed Google in Δclk-1 worms is the of in is on of 2003; PubMed Scopus Google J.H. J. PubMed Scopus Google J. PubMed Scopus Google J. J. PubMed Google J. PubMed Scopus Google of the encoding cytosolic has to apparently through the increased of 2003; PubMed Scopus Google The of and the of on C. J. PubMed Scopus Google J. PubMed Google in the of increased of catalase be to to increased of including that are into in the of in of Δctl-2 mutant worms also due to of and the of morphology in of Δctl-2 mutant worms the progeric phenotype of Δctl-2 mutant worms and the in the egg laying of the mutant be due to increased of in the of CTL-2 that in the of both and the is that the carbonylation of major is not the of the progeric phenotype of the Δctl-2 mutant. The of a lack of peroxisomal catalase on organismal longevity are not to C. elegans. In the of cytosolic catalase has effect on although its are the of growth J. PubMed Scopus Google the of and of the mutants and that a lack of peroxisomal not cytosolic decreased the of a life-span be a of a lack of peroxisomal In a lack of peroxisomal catalase not cytosolic catalase causes a progeric phenotype in the nematode C. elegans. The Δctl-2 mutant of C. elegans a convenient model not for the study of aging also for the study of the human diseases acatalasemia and PubMed Scopus Google J. 2003; PubMed Scopus Google PubMed Scopus Google Our support and extend findings that not have important in also are in the developmental of PubMed Scopus Google J. 2003; PubMed Scopus Google C. Cell. PubMed Google for the of a of C. elegans mutant worms and for for and and for and the Caenorhabditis for mutant nematode
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".